feat: implement config inheritance via 'extends' and place lightweight floor configs in configs/floor_config/
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@@ -1,151 +0,0 @@
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batch:
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root_dir: "../VIDEOS/cycle7/K1-L1"
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camera_glob: "*cam{num}_*.mp4"
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output_subdir: output
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compress_max_mb: 200
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delete_intermediate: false
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||||
checkpoint_every_n_frames: 3000
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location: K1-L1
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db_path: db/chicken_counts.db
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cycle_start_date: "2026-05-22" #day 0
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execution_mode: parallel_processes # parallel_processes (default) | tensor_batching | hybrid
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stages:
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early_cycle:
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day_min: 0
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day_max: 15
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||||
detection:
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conf: 0.1
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min_box_area_px: 100
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roi:
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min_overlap_ratio: 0.1 # 0.25
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||||
mid_cycle:
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day_min: 16
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day_max: 999
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defaults:
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detection:
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model_path: models/NUC5070_chicken-detection-model-v26n-300e-best-2026-05-02-NEW.engine # TensorRT engine (RTX 5070)
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classes: [0]
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ignored_classes: [1, 2]
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conf: 0.40 # mild lift vs 0.35; 0.55 was undercounting
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iou: 0.55
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imgsz: 640
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device: "0"
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min_box_area_px: 3000
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validate_while_inside: true
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dedupe_radius_px: 0 # off for CC1/CC4; CC2/CC3 enable below
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dedupe_frames: 12
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detection_zone:
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enabled: true
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buffer_above_px: 250
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buffer_below_px: 250
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show_in_overlay: true
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tracker:
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tracker_config_path: configs/trackers/botsort_chicken.yaml
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persist: true
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track_buffer: 90
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gate:
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mode: two_line
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lines_y: [420, 730]
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direction: bottom_to_up
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motion:
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enabled: true
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axis: vertical
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forward_sign: 1.0
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ema_alpha: 0.2
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reverse_enter_threshold: -1.5
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reverse_exit_threshold: -0.5
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debounce_frames: 12
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min_features: 40 # ↓ 60 → less optical flow computation
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max_corners: 50 # ↓ 80 → fewer corner featuresis
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stride_frames: 3 # ↑ 2 → motion detection every 3rd frame
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flow_scale: 0.5
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quality_level: 0.01
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min_distance: 8
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block_radius: 6
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overlay:
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show_boxes: true
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show_track_trails: false
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trail_length: 20
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show_center_marker: false # ✗ → save 1 circle per chicken
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show_track_ring: false
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count_anchor: [780, 120]
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inside_box_only: true
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validated_only: true # NEW → only draw counted chickens
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pending_blink: true
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pending_colors:
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- [255, 255, 0]
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- [0, 255, 255]
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display:
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show_window: false
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encoder: auto
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output_bitrate_kbps: 2000 # ↓ 4000 → faster encoding
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codec_preference: [avc1, mp4v, H264]
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performance:
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half: false
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overlay_buffer_reuse: true
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inference_stride: 2
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stream:
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enabled: true # required for dashboard live feed
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shm_dir: /dev/shm
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interval_frames: 5
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feedback:
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enabled: true
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every_n_frames: 3000
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save_images: false # ✗ → disable checkpoint JPEG I/O spikes
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log_to_terminal: true
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roi:
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inset_left_px: 60
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inset_right_px: 60
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inset_top_px: 0
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inset_bottom_px: 0
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min_overlap_ratio: 0.30
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cameras:
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CC1:
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camera_num: 1
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count_anchor: [780, 120]
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detection:
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min_box_area_px: 2500
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conf: 0.35
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roi:
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points:
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- [250, 330]
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- [1650, 330]
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- [1650, 720]
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- [250, 720]
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CC2:
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camera_num: 2
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count_anchor: [900, 120]
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detection:
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conf: 0.5 # From 0.45
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dedupe_radius_px: 32
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dedupe_frames: 24 # From 18
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roi:
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points:
|
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- [20, 380]
|
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- [1880, 380]
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- [1880, 720]
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||||
- [20, 720]
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CC3:
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camera_num: 3
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count_anchor: [900, 120]
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detection:
|
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dedupe_radius_px: 24
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||||
dedupe_frames: 16 # From 12
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roi:
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points:
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- [20, 330]
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- [1880, 330]
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- [1880, 720]
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- [20, 720]
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CC4:
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camera_num: 4
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count_anchor: [700, 120]
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roi:
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points:
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- [50, 330]
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- [1450, 330]
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- [1450, 720]
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- [50, 720]
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@@ -1,151 +0,0 @@
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batch:
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root_dir: "../VIDEOS/cycle7/K1-L2"
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camera_glob: "*cam{num}_*.mp4"
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output_subdir: output
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compress_max_mb: 200
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delete_intermediate: false
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checkpoint_every_n_frames: 3000
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location: K1-L2
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db_path: db/chicken_counts.db
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cycle_start_date: "2026-05-22" #day 0
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execution_mode: parallel_processes # parallel_processes (default) | tensor_batching | hybrid
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|
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stages:
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early_cycle:
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day_min: 0
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||||
day_max: 15
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||||
detection:
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conf: 0.1
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min_box_area_px: 100
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roi:
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min_overlap_ratio: 0.1 # 0.25
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mid_cycle:
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day_min: 16
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day_max: 999
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defaults:
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detection:
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model_path: models/NUC5070_chicken-detection-model-v26n-300e-best-2026-05-02-NEW.engine # TensorRT engine (RTX 5070)
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classes: [0]
|
||||
ignored_classes: [1, 2]
|
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conf: 0.40 # mild lift vs 0.35; 0.55 was undercounting
|
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iou: 0.55
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imgsz: 640
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device: "0"
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min_box_area_px: 3000
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validate_while_inside: true
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dedupe_radius_px: 0 # off for CC1/CC4; CC2/CC3 enable below
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dedupe_frames: 12
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detection_zone:
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enabled: true
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buffer_above_px: 250
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buffer_below_px: 250
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show_in_overlay: true
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tracker:
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tracker_config_path: configs/trackers/botsort_chicken.yaml
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persist: true
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track_buffer: 90
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gate:
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mode: two_line
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lines_y: [420, 730]
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direction: bottom_to_up
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motion:
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enabled: true
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axis: vertical
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forward_sign: 1.0
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ema_alpha: 0.2
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reverse_enter_threshold: -1.5
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reverse_exit_threshold: -0.5
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debounce_frames: 12
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||||
min_features: 40 # ↓ 60 → less optical flow computation
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max_corners: 50 # ↓ 80 → fewer corner featuresis
|
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stride_frames: 3 # ↑ 2 → motion detection every 3rd frame
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flow_scale: 0.5
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quality_level: 0.01
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min_distance: 8
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block_radius: 6
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overlay:
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show_boxes: true
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show_track_trails: false
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trail_length: 20
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show_center_marker: false # ✗ → save 1 circle per chicken
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show_track_ring: false
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count_anchor: [780, 120]
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inside_box_only: true
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validated_only: true # NEW → only draw counted chickens
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pending_blink: true
|
||||
pending_colors:
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- [255, 255, 0]
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- [0, 255, 255]
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display:
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show_window: false
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encoder: auto
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output_bitrate_kbps: 2000 # ↓ 4000 → faster encoding
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codec_preference: [avc1, mp4v, H264]
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performance:
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half: false
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overlay_buffer_reuse: true
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inference_stride: 2
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stream:
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enabled: true # required for dashboard live feed
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shm_dir: /dev/shm
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interval_frames: 5
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feedback:
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enabled: true
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every_n_frames: 3000
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save_images: false # ✗ → disable checkpoint JPEG I/O spikes
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log_to_terminal: true
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roi:
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inset_left_px: 60
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inset_right_px: 60
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inset_top_px: 0
|
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inset_bottom_px: 0
|
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min_overlap_ratio: 0.30
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||||
|
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cameras:
|
||||
CC1:
|
||||
camera_num: 1
|
||||
count_anchor: [780, 120]
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||||
detection:
|
||||
min_box_area_px: 2500
|
||||
conf: 0.35
|
||||
roi:
|
||||
points:
|
||||
- [250, 330]
|
||||
- [1650, 330]
|
||||
- [1650, 720]
|
||||
- [250, 720]
|
||||
CC2:
|
||||
camera_num: 2
|
||||
count_anchor: [900, 120]
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||||
detection:
|
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conf: 0.5 # From 0.45
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||||
dedupe_radius_px: 32
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||||
dedupe_frames: 24 # From 18
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||||
roi:
|
||||
points:
|
||||
- [20, 380]
|
||||
- [1880, 380]
|
||||
- [1880, 720]
|
||||
- [20, 720]
|
||||
CC3:
|
||||
camera_num: 3
|
||||
count_anchor: [900, 120]
|
||||
detection:
|
||||
dedupe_radius_px: 24
|
||||
dedupe_frames: 16 # From 12
|
||||
roi:
|
||||
points:
|
||||
- [20, 330]
|
||||
- [1880, 330]
|
||||
- [1880, 720]
|
||||
- [20, 720]
|
||||
CC4:
|
||||
camera_num: 4
|
||||
count_anchor: [700, 120]
|
||||
roi:
|
||||
points:
|
||||
- [50, 330]
|
||||
- [1450, 330]
|
||||
- [1450, 720]
|
||||
- [50, 720]
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||||
@@ -1,151 +0,0 @@
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||||
batch:
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||||
root_dir: "../VIDEOS/cycle7/K2-L1"
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||||
camera_glob: "*cam{num}_*.mp4"
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||||
output_subdir: output
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||||
compress_max_mb: 200
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||||
delete_intermediate: false
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||||
checkpoint_every_n_frames: 3000
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location: K2-L1
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||||
db_path: db/chicken_counts.db
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cycle_start_date: "2026-05-22" #day 0
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||||
execution_mode: parallel_processes # parallel_processes (default) | tensor_batching | hybrid
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||||
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stages:
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early_cycle:
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day_min: 0
|
||||
day_max: 15
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||||
detection:
|
||||
conf: 0.1
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min_box_area_px: 100
|
||||
roi:
|
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min_overlap_ratio: 0.1 # 0.25
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||||
mid_cycle:
|
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day_min: 16
|
||||
day_max: 999
|
||||
|
||||
defaults:
|
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detection:
|
||||
model_path: models/NUC5070_chicken-detection-model-v26n-300e-best-2026-05-02-NEW.engine # TensorRT engine (RTX 5070)
|
||||
classes: [0]
|
||||
ignored_classes: [1, 2]
|
||||
conf: 0.40 # mild lift vs 0.35; 0.55 was undercounting
|
||||
iou: 0.55
|
||||
imgsz: 640
|
||||
device: "0"
|
||||
min_box_area_px: 3000
|
||||
validate_while_inside: true
|
||||
dedupe_radius_px: 0 # off for CC1/CC4; CC2/CC3 enable below
|
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dedupe_frames: 12
|
||||
detection_zone:
|
||||
enabled: true
|
||||
buffer_above_px: 250
|
||||
buffer_below_px: 250
|
||||
show_in_overlay: true
|
||||
tracker:
|
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tracker_config_path: configs/trackers/botsort_chicken.yaml
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persist: true
|
||||
track_buffer: 90
|
||||
gate:
|
||||
mode: two_line
|
||||
lines_y: [420, 730]
|
||||
direction: bottom_to_up
|
||||
motion:
|
||||
enabled: true
|
||||
axis: vertical
|
||||
forward_sign: 1.0
|
||||
ema_alpha: 0.2
|
||||
reverse_enter_threshold: -1.5
|
||||
reverse_exit_threshold: -0.5
|
||||
debounce_frames: 12
|
||||
min_features: 40 # ↓ 60 → less optical flow computation
|
||||
max_corners: 50 # ↓ 80 → fewer corner featuresis
|
||||
stride_frames: 3 # ↑ 2 → motion detection every 3rd frame
|
||||
flow_scale: 0.5
|
||||
quality_level: 0.01
|
||||
min_distance: 8
|
||||
block_radius: 6
|
||||
overlay:
|
||||
show_boxes: true
|
||||
show_track_trails: false
|
||||
trail_length: 20
|
||||
show_center_marker: false # ✗ → save 1 circle per chicken
|
||||
show_track_ring: false
|
||||
count_anchor: [780, 120]
|
||||
inside_box_only: true
|
||||
validated_only: true # NEW → only draw counted chickens
|
||||
pending_blink: true
|
||||
pending_colors:
|
||||
- [255, 255, 0]
|
||||
- [0, 255, 255]
|
||||
display:
|
||||
show_window: false
|
||||
encoder: auto
|
||||
output_bitrate_kbps: 2000 # ↓ 4000 → faster encoding
|
||||
codec_preference: [avc1, mp4v, H264]
|
||||
performance:
|
||||
half: false
|
||||
overlay_buffer_reuse: true
|
||||
inference_stride: 2
|
||||
stream:
|
||||
enabled: true # required for dashboard live feed
|
||||
shm_dir: /dev/shm
|
||||
interval_frames: 5
|
||||
feedback:
|
||||
enabled: true
|
||||
every_n_frames: 3000
|
||||
save_images: false # ✗ → disable checkpoint JPEG I/O spikes
|
||||
log_to_terminal: true
|
||||
roi:
|
||||
inset_left_px: 60
|
||||
inset_right_px: 60
|
||||
inset_top_px: 0
|
||||
inset_bottom_px: 0
|
||||
min_overlap_ratio: 0.30
|
||||
|
||||
cameras:
|
||||
CC1:
|
||||
camera_num: 1
|
||||
count_anchor: [780, 120]
|
||||
detection:
|
||||
min_box_area_px: 2500
|
||||
conf: 0.35
|
||||
roi:
|
||||
points:
|
||||
- [250, 330]
|
||||
- [1650, 330]
|
||||
- [1650, 720]
|
||||
- [250, 720]
|
||||
CC2:
|
||||
camera_num: 2
|
||||
count_anchor: [900, 120]
|
||||
detection:
|
||||
conf: 0.5 # From 0.45
|
||||
dedupe_radius_px: 32
|
||||
dedupe_frames: 24 # From 18
|
||||
roi:
|
||||
points:
|
||||
- [20, 380]
|
||||
- [1880, 380]
|
||||
- [1880, 720]
|
||||
- [20, 720]
|
||||
CC3:
|
||||
camera_num: 3
|
||||
count_anchor: [900, 120]
|
||||
detection:
|
||||
dedupe_radius_px: 24
|
||||
dedupe_frames: 16 # From 12
|
||||
roi:
|
||||
points:
|
||||
- [20, 330]
|
||||
- [1880, 330]
|
||||
- [1880, 720]
|
||||
- [20, 720]
|
||||
CC4:
|
||||
camera_num: 4
|
||||
count_anchor: [700, 120]
|
||||
roi:
|
||||
points:
|
||||
- [50, 330]
|
||||
- [1450, 330]
|
||||
- [1450, 720]
|
||||
- [50, 720]
|
||||
@@ -1,151 +0,0 @@
|
||||
batch:
|
||||
root_dir: "../VIDEOS/cycle7/K2-L2"
|
||||
camera_glob: "*cam{num}_*.mp4"
|
||||
output_subdir: output
|
||||
compress_max_mb: 200
|
||||
delete_intermediate: false
|
||||
checkpoint_every_n_frames: 3000
|
||||
location: K2-L2
|
||||
db_path: db/chicken_counts.db
|
||||
cycle_start_date: "2026-05-22" #day 0
|
||||
execution_mode: parallel_processes # parallel_processes (default) | tensor_batching | hybrid
|
||||
|
||||
stages:
|
||||
early_cycle:
|
||||
day_min: 0
|
||||
day_max: 15
|
||||
detection:
|
||||
conf: 0.1
|
||||
min_box_area_px: 100
|
||||
roi:
|
||||
min_overlap_ratio: 0.1 # 0.25
|
||||
mid_cycle:
|
||||
day_min: 16
|
||||
day_max: 999
|
||||
|
||||
defaults:
|
||||
detection:
|
||||
model_path: models/NUC5070_chicken-detection-model-v26n-300e-best-2026-05-02-NEW.engine # TensorRT engine (RTX 5070)
|
||||
classes: [0]
|
||||
ignored_classes: [1, 2]
|
||||
conf: 0.40 # mild lift vs 0.35; 0.55 was undercounting
|
||||
iou: 0.55
|
||||
imgsz: 640
|
||||
device: "0"
|
||||
min_box_area_px: 3000
|
||||
validate_while_inside: true
|
||||
dedupe_radius_px: 0 # off for CC1/CC4; CC2/CC3 enable below
|
||||
dedupe_frames: 12
|
||||
detection_zone:
|
||||
enabled: true
|
||||
buffer_above_px: 250
|
||||
buffer_below_px: 250
|
||||
show_in_overlay: true
|
||||
tracker:
|
||||
tracker_config_path: configs/trackers/botsort_chicken.yaml
|
||||
persist: true
|
||||
track_buffer: 90
|
||||
gate:
|
||||
mode: two_line
|
||||
lines_y: [420, 730]
|
||||
direction: bottom_to_up
|
||||
motion:
|
||||
enabled: true
|
||||
axis: vertical
|
||||
forward_sign: 1.0
|
||||
ema_alpha: 0.2
|
||||
reverse_enter_threshold: -1.5
|
||||
reverse_exit_threshold: -0.5
|
||||
debounce_frames: 12
|
||||
min_features: 40 # ↓ 60 → less optical flow computation
|
||||
max_corners: 50 # ↓ 80 → fewer corner featuresis
|
||||
stride_frames: 3 # ↑ 2 → motion detection every 3rd frame
|
||||
flow_scale: 0.5
|
||||
quality_level: 0.01
|
||||
min_distance: 8
|
||||
block_radius: 6
|
||||
overlay:
|
||||
show_boxes: true
|
||||
show_track_trails: false
|
||||
trail_length: 20
|
||||
show_center_marker: false # ✗ → save 1 circle per chicken
|
||||
show_track_ring: false
|
||||
count_anchor: [780, 120]
|
||||
inside_box_only: true
|
||||
validated_only: true # NEW → only draw counted chickens
|
||||
pending_blink: true
|
||||
pending_colors:
|
||||
- [255, 255, 0]
|
||||
- [0, 255, 255]
|
||||
display:
|
||||
show_window: false
|
||||
encoder: auto
|
||||
output_bitrate_kbps: 2000 # ↓ 4000 → faster encoding
|
||||
codec_preference: [avc1, mp4v, H264]
|
||||
performance:
|
||||
half: false
|
||||
overlay_buffer_reuse: true
|
||||
inference_stride: 2
|
||||
stream:
|
||||
enabled: true # required for dashboard live feed
|
||||
shm_dir: /dev/shm
|
||||
interval_frames: 5
|
||||
feedback:
|
||||
enabled: true
|
||||
every_n_frames: 3000
|
||||
save_images: false # ✗ → disable checkpoint JPEG I/O spikes
|
||||
log_to_terminal: true
|
||||
roi:
|
||||
inset_left_px: 60
|
||||
inset_right_px: 60
|
||||
inset_top_px: 0
|
||||
inset_bottom_px: 0
|
||||
min_overlap_ratio: 0.30
|
||||
|
||||
cameras:
|
||||
CC1:
|
||||
camera_num: 1
|
||||
count_anchor: [780, 120]
|
||||
detection:
|
||||
min_box_area_px: 2500
|
||||
conf: 0.35
|
||||
roi:
|
||||
points:
|
||||
- [250, 330]
|
||||
- [1650, 330]
|
||||
- [1650, 720]
|
||||
- [250, 720]
|
||||
CC2:
|
||||
camera_num: 2
|
||||
count_anchor: [900, 120]
|
||||
detection:
|
||||
conf: 0.5 # From 0.45
|
||||
dedupe_radius_px: 32
|
||||
dedupe_frames: 24 # From 18
|
||||
roi:
|
||||
points:
|
||||
- [20, 380]
|
||||
- [1880, 380]
|
||||
- [1880, 720]
|
||||
- [20, 720]
|
||||
CC3:
|
||||
camera_num: 3
|
||||
count_anchor: [900, 120]
|
||||
detection:
|
||||
dedupe_radius_px: 24
|
||||
dedupe_frames: 16 # From 12
|
||||
roi:
|
||||
points:
|
||||
- [20, 330]
|
||||
- [1880, 330]
|
||||
- [1880, 720]
|
||||
- [20, 720]
|
||||
CC4:
|
||||
camera_num: 4
|
||||
count_anchor: [700, 120]
|
||||
roi:
|
||||
points:
|
||||
- [50, 330]
|
||||
- [1450, 330]
|
||||
- [1450, 720]
|
||||
- [50, 720]
|
||||
@@ -1,151 +0,0 @@
|
||||
batch:
|
||||
root_dir: "../VIDEOS/cycle7/K3-L1"
|
||||
camera_glob: "*cam{num}_*.mp4"
|
||||
output_subdir: output
|
||||
compress_max_mb: 200
|
||||
delete_intermediate: false
|
||||
checkpoint_every_n_frames: 3000
|
||||
location: K3-L1
|
||||
db_path: db/chicken_counts.db
|
||||
cycle_start_date: "2026-05-22" #day 0
|
||||
execution_mode: parallel_processes # parallel_processes (default) | tensor_batching | hybrid
|
||||
|
||||
stages:
|
||||
early_cycle:
|
||||
day_min: 0
|
||||
day_max: 15
|
||||
detection:
|
||||
conf: 0.1
|
||||
min_box_area_px: 100
|
||||
roi:
|
||||
min_overlap_ratio: 0.1 # 0.25
|
||||
mid_cycle:
|
||||
day_min: 16
|
||||
day_max: 999
|
||||
|
||||
defaults:
|
||||
detection:
|
||||
model_path: models/NUC5070_chicken-detection-model-v26n-300e-best-2026-05-02-NEW.engine # TensorRT engine (RTX 5070)
|
||||
classes: [0]
|
||||
ignored_classes: [1, 2]
|
||||
conf: 0.40 # mild lift vs 0.35; 0.55 was undercounting
|
||||
iou: 0.55
|
||||
imgsz: 640
|
||||
device: "0"
|
||||
min_box_area_px: 3000
|
||||
validate_while_inside: true
|
||||
dedupe_radius_px: 0 # off for CC1/CC4; CC2/CC3 enable below
|
||||
dedupe_frames: 12
|
||||
detection_zone:
|
||||
enabled: true
|
||||
buffer_above_px: 250
|
||||
buffer_below_px: 250
|
||||
show_in_overlay: true
|
||||
tracker:
|
||||
tracker_config_path: configs/trackers/botsort_chicken.yaml
|
||||
persist: true
|
||||
track_buffer: 90
|
||||
gate:
|
||||
mode: two_line
|
||||
lines_y: [420, 730]
|
||||
direction: bottom_to_up
|
||||
motion:
|
||||
enabled: true
|
||||
axis: vertical
|
||||
forward_sign: 1.0
|
||||
ema_alpha: 0.2
|
||||
reverse_enter_threshold: -1.5
|
||||
reverse_exit_threshold: -0.5
|
||||
debounce_frames: 12
|
||||
min_features: 40 # ↓ 60 → less optical flow computation
|
||||
max_corners: 50 # ↓ 80 → fewer corner featuresis
|
||||
stride_frames: 3 # ↑ 2 → motion detection every 3rd frame
|
||||
flow_scale: 0.5
|
||||
quality_level: 0.01
|
||||
min_distance: 8
|
||||
block_radius: 6
|
||||
overlay:
|
||||
show_boxes: true
|
||||
show_track_trails: false
|
||||
trail_length: 20
|
||||
show_center_marker: false # ✗ → save 1 circle per chicken
|
||||
show_track_ring: false
|
||||
count_anchor: [780, 120]
|
||||
inside_box_only: true
|
||||
validated_only: true # NEW → only draw counted chickens
|
||||
pending_blink: true
|
||||
pending_colors:
|
||||
- [255, 255, 0]
|
||||
- [0, 255, 255]
|
||||
display:
|
||||
show_window: false
|
||||
encoder: auto
|
||||
output_bitrate_kbps: 2000 # ↓ 4000 → faster encoding
|
||||
codec_preference: [avc1, mp4v, H264]
|
||||
performance:
|
||||
half: false
|
||||
overlay_buffer_reuse: true
|
||||
inference_stride: 2
|
||||
stream:
|
||||
enabled: true # required for dashboard live feed
|
||||
shm_dir: /dev/shm
|
||||
interval_frames: 5
|
||||
feedback:
|
||||
enabled: true
|
||||
every_n_frames: 3000
|
||||
save_images: false # ✗ → disable checkpoint JPEG I/O spikes
|
||||
log_to_terminal: true
|
||||
roi:
|
||||
inset_left_px: 60
|
||||
inset_right_px: 60
|
||||
inset_top_px: 0
|
||||
inset_bottom_px: 0
|
||||
min_overlap_ratio: 0.30
|
||||
|
||||
cameras:
|
||||
CC1:
|
||||
camera_num: 1
|
||||
count_anchor: [780, 120]
|
||||
detection:
|
||||
min_box_area_px: 2500
|
||||
conf: 0.35
|
||||
roi:
|
||||
points:
|
||||
- [250, 330]
|
||||
- [1650, 330]
|
||||
- [1650, 720]
|
||||
- [250, 720]
|
||||
CC2:
|
||||
camera_num: 2
|
||||
count_anchor: [900, 120]
|
||||
detection:
|
||||
conf: 0.5 # From 0.45
|
||||
dedupe_radius_px: 32
|
||||
dedupe_frames: 24 # From 18
|
||||
roi:
|
||||
points:
|
||||
- [20, 380]
|
||||
- [1880, 380]
|
||||
- [1880, 720]
|
||||
- [20, 720]
|
||||
CC3:
|
||||
camera_num: 3
|
||||
count_anchor: [900, 120]
|
||||
detection:
|
||||
dedupe_radius_px: 24
|
||||
dedupe_frames: 16 # From 12
|
||||
roi:
|
||||
points:
|
||||
- [20, 330]
|
||||
- [1880, 330]
|
||||
- [1880, 720]
|
||||
- [20, 720]
|
||||
CC4:
|
||||
camera_num: 4
|
||||
count_anchor: [700, 120]
|
||||
roi:
|
||||
points:
|
||||
- [50, 330]
|
||||
- [1450, 330]
|
||||
- [1450, 720]
|
||||
- [50, 720]
|
||||
@@ -1,151 +0,0 @@
|
||||
batch:
|
||||
root_dir: "../VIDEOS/cycle7/K3-L2"
|
||||
camera_glob: "*cam{num}_*.mp4"
|
||||
output_subdir: output
|
||||
compress_max_mb: 200
|
||||
delete_intermediate: false
|
||||
checkpoint_every_n_frames: 3000
|
||||
location: K3-L2
|
||||
db_path: db/chicken_counts.db
|
||||
cycle_start_date: "2026-05-22" #day 0
|
||||
execution_mode: parallel_processes # parallel_processes (default) | tensor_batching | hybrid
|
||||
|
||||
stages:
|
||||
early_cycle:
|
||||
day_min: 0
|
||||
day_max: 15
|
||||
detection:
|
||||
conf: 0.1
|
||||
min_box_area_px: 100
|
||||
roi:
|
||||
min_overlap_ratio: 0.1 # 0.25
|
||||
mid_cycle:
|
||||
day_min: 16
|
||||
day_max: 999
|
||||
|
||||
defaults:
|
||||
detection:
|
||||
model_path: models/NUC5070_chicken-detection-model-v26n-300e-best-2026-05-02-NEW.engine # TensorRT engine (RTX 5070)
|
||||
classes: [0]
|
||||
ignored_classes: [1, 2]
|
||||
conf: 0.40 # mild lift vs 0.35; 0.55 was undercounting
|
||||
iou: 0.55
|
||||
imgsz: 640
|
||||
device: "0"
|
||||
min_box_area_px: 3000
|
||||
validate_while_inside: true
|
||||
dedupe_radius_px: 0 # off for CC1/CC4; CC2/CC3 enable below
|
||||
dedupe_frames: 12
|
||||
detection_zone:
|
||||
enabled: true
|
||||
buffer_above_px: 250
|
||||
buffer_below_px: 250
|
||||
show_in_overlay: true
|
||||
tracker:
|
||||
tracker_config_path: configs/trackers/botsort_chicken.yaml
|
||||
persist: true
|
||||
track_buffer: 90
|
||||
gate:
|
||||
mode: two_line
|
||||
lines_y: [420, 730]
|
||||
direction: bottom_to_up
|
||||
motion:
|
||||
enabled: true
|
||||
axis: vertical
|
||||
forward_sign: 1.0
|
||||
ema_alpha: 0.2
|
||||
reverse_enter_threshold: -1.5
|
||||
reverse_exit_threshold: -0.5
|
||||
debounce_frames: 12
|
||||
min_features: 40 # ↓ 60 → less optical flow computation
|
||||
max_corners: 50 # ↓ 80 → fewer corner featuresis
|
||||
stride_frames: 3 # ↑ 2 → motion detection every 3rd frame
|
||||
flow_scale: 0.5
|
||||
quality_level: 0.01
|
||||
min_distance: 8
|
||||
block_radius: 6
|
||||
overlay:
|
||||
show_boxes: true
|
||||
show_track_trails: false
|
||||
trail_length: 20
|
||||
show_center_marker: false # ✗ → save 1 circle per chicken
|
||||
show_track_ring: false
|
||||
count_anchor: [780, 120]
|
||||
inside_box_only: true
|
||||
validated_only: true # NEW → only draw counted chickens
|
||||
pending_blink: true
|
||||
pending_colors:
|
||||
- [255, 255, 0]
|
||||
- [0, 255, 255]
|
||||
display:
|
||||
show_window: false
|
||||
encoder: auto
|
||||
output_bitrate_kbps: 2000 # ↓ 4000 → faster encoding
|
||||
codec_preference: [avc1, mp4v, H264]
|
||||
performance:
|
||||
half: false
|
||||
overlay_buffer_reuse: true
|
||||
inference_stride: 2
|
||||
stream:
|
||||
enabled: true # required for dashboard live feed
|
||||
shm_dir: /dev/shm
|
||||
interval_frames: 5
|
||||
feedback:
|
||||
enabled: true
|
||||
every_n_frames: 3000
|
||||
save_images: false # ✗ → disable checkpoint JPEG I/O spikes
|
||||
log_to_terminal: true
|
||||
roi:
|
||||
inset_left_px: 60
|
||||
inset_right_px: 60
|
||||
inset_top_px: 0
|
||||
inset_bottom_px: 0
|
||||
min_overlap_ratio: 0.30
|
||||
|
||||
cameras:
|
||||
CC1:
|
||||
camera_num: 1
|
||||
count_anchor: [780, 120]
|
||||
detection:
|
||||
min_box_area_px: 2500
|
||||
conf: 0.35
|
||||
roi:
|
||||
points:
|
||||
- [250, 330]
|
||||
- [1650, 330]
|
||||
- [1650, 720]
|
||||
- [250, 720]
|
||||
CC2:
|
||||
camera_num: 2
|
||||
count_anchor: [900, 120]
|
||||
detection:
|
||||
conf: 0.5 # From 0.45
|
||||
dedupe_radius_px: 32
|
||||
dedupe_frames: 24 # From 18
|
||||
roi:
|
||||
points:
|
||||
- [20, 380]
|
||||
- [1880, 380]
|
||||
- [1880, 720]
|
||||
- [20, 720]
|
||||
CC3:
|
||||
camera_num: 3
|
||||
count_anchor: [900, 120]
|
||||
detection:
|
||||
dedupe_radius_px: 24
|
||||
dedupe_frames: 16 # From 12
|
||||
roi:
|
||||
points:
|
||||
- [20, 330]
|
||||
- [1880, 330]
|
||||
- [1880, 720]
|
||||
- [20, 720]
|
||||
CC4:
|
||||
camera_num: 4
|
||||
count_anchor: [700, 120]
|
||||
roi:
|
||||
points:
|
||||
- [50, 330]
|
||||
- [1450, 330]
|
||||
- [1450, 720]
|
||||
- [50, 720]
|
||||
@@ -1,151 +0,0 @@
|
||||
batch:
|
||||
root_dir: "../VIDEOS/cycle7/K4-L1"
|
||||
camera_glob: "*cam{num}_*.mp4"
|
||||
output_subdir: output
|
||||
compress_max_mb: 200
|
||||
delete_intermediate: false
|
||||
checkpoint_every_n_frames: 3000
|
||||
location: K4-L1
|
||||
db_path: db/chicken_counts.db
|
||||
cycle_start_date: "2026-05-22" #day 0
|
||||
execution_mode: parallel_processes # parallel_processes (default) | tensor_batching | hybrid
|
||||
|
||||
stages:
|
||||
early_cycle:
|
||||
day_min: 0
|
||||
day_max: 15
|
||||
detection:
|
||||
conf: 0.1
|
||||
min_box_area_px: 100
|
||||
roi:
|
||||
min_overlap_ratio: 0.1 # 0.25
|
||||
mid_cycle:
|
||||
day_min: 16
|
||||
day_max: 999
|
||||
|
||||
defaults:
|
||||
detection:
|
||||
model_path: models/NUC5070_chicken-detection-model-v26n-300e-best-2026-05-02-NEW.engine # TensorRT engine (RTX 5070)
|
||||
classes: [0]
|
||||
ignored_classes: [1, 2]
|
||||
conf: 0.40 # mild lift vs 0.35; 0.55 was undercounting
|
||||
iou: 0.55
|
||||
imgsz: 640
|
||||
device: "0"
|
||||
min_box_area_px: 3000
|
||||
validate_while_inside: true
|
||||
dedupe_radius_px: 0 # off for CC1/CC4; CC2/CC3 enable below
|
||||
dedupe_frames: 12
|
||||
detection_zone:
|
||||
enabled: true
|
||||
buffer_above_px: 250
|
||||
buffer_below_px: 250
|
||||
show_in_overlay: true
|
||||
tracker:
|
||||
tracker_config_path: configs/trackers/botsort_chicken.yaml
|
||||
persist: true
|
||||
track_buffer: 90
|
||||
gate:
|
||||
mode: two_line
|
||||
lines_y: [420, 730]
|
||||
direction: bottom_to_up
|
||||
motion:
|
||||
enabled: true
|
||||
axis: vertical
|
||||
forward_sign: 1.0
|
||||
ema_alpha: 0.2
|
||||
reverse_enter_threshold: -1.5
|
||||
reverse_exit_threshold: -0.5
|
||||
debounce_frames: 12
|
||||
min_features: 40 # ↓ 60 → less optical flow computation
|
||||
max_corners: 50 # ↓ 80 → fewer corner featuresis
|
||||
stride_frames: 3 # ↑ 2 → motion detection every 3rd frame
|
||||
flow_scale: 0.5
|
||||
quality_level: 0.01
|
||||
min_distance: 8
|
||||
block_radius: 6
|
||||
overlay:
|
||||
show_boxes: true
|
||||
show_track_trails: false
|
||||
trail_length: 20
|
||||
show_center_marker: false # ✗ → save 1 circle per chicken
|
||||
show_track_ring: false
|
||||
count_anchor: [780, 120]
|
||||
inside_box_only: true
|
||||
validated_only: true # NEW → only draw counted chickens
|
||||
pending_blink: true
|
||||
pending_colors:
|
||||
- [255, 255, 0]
|
||||
- [0, 255, 255]
|
||||
display:
|
||||
show_window: false
|
||||
encoder: auto
|
||||
output_bitrate_kbps: 2000 # ↓ 4000 → faster encoding
|
||||
codec_preference: [avc1, mp4v, H264]
|
||||
performance:
|
||||
half: false
|
||||
overlay_buffer_reuse: true
|
||||
inference_stride: 2
|
||||
stream:
|
||||
enabled: true # required for dashboard live feed
|
||||
shm_dir: /dev/shm
|
||||
interval_frames: 5
|
||||
feedback:
|
||||
enabled: true
|
||||
every_n_frames: 3000
|
||||
save_images: false # ✗ → disable checkpoint JPEG I/O spikes
|
||||
log_to_terminal: true
|
||||
roi:
|
||||
inset_left_px: 60
|
||||
inset_right_px: 60
|
||||
inset_top_px: 0
|
||||
inset_bottom_px: 0
|
||||
min_overlap_ratio: 0.30
|
||||
|
||||
cameras:
|
||||
CC1:
|
||||
camera_num: 1
|
||||
count_anchor: [780, 120]
|
||||
detection:
|
||||
min_box_area_px: 2500
|
||||
conf: 0.35
|
||||
roi:
|
||||
points:
|
||||
- [250, 330]
|
||||
- [1650, 330]
|
||||
- [1650, 720]
|
||||
- [250, 720]
|
||||
CC2:
|
||||
camera_num: 2
|
||||
count_anchor: [900, 120]
|
||||
detection:
|
||||
conf: 0.5 # From 0.45
|
||||
dedupe_radius_px: 32
|
||||
dedupe_frames: 24 # From 18
|
||||
roi:
|
||||
points:
|
||||
- [20, 380]
|
||||
- [1880, 380]
|
||||
- [1880, 720]
|
||||
- [20, 720]
|
||||
CC3:
|
||||
camera_num: 3
|
||||
count_anchor: [900, 120]
|
||||
detection:
|
||||
dedupe_radius_px: 24
|
||||
dedupe_frames: 16 # From 12
|
||||
roi:
|
||||
points:
|
||||
- [20, 330]
|
||||
- [1880, 330]
|
||||
- [1880, 720]
|
||||
- [20, 720]
|
||||
CC4:
|
||||
camera_num: 4
|
||||
count_anchor: [700, 120]
|
||||
roi:
|
||||
points:
|
||||
- [50, 330]
|
||||
- [1450, 330]
|
||||
- [1450, 720]
|
||||
- [50, 720]
|
||||
@@ -1,151 +0,0 @@
|
||||
batch:
|
||||
root_dir: "../VIDEOS/cycle7/K4-L2"
|
||||
camera_glob: "*cam{num}_*.mp4"
|
||||
output_subdir: output
|
||||
compress_max_mb: 200
|
||||
delete_intermediate: false
|
||||
checkpoint_every_n_frames: 3000
|
||||
location: K4-L2
|
||||
db_path: db/chicken_counts.db
|
||||
cycle_start_date: "2026-05-22" #day 0
|
||||
execution_mode: parallel_processes # parallel_processes (default) | tensor_batching | hybrid
|
||||
|
||||
stages:
|
||||
early_cycle:
|
||||
day_min: 0
|
||||
day_max: 15
|
||||
detection:
|
||||
conf: 0.1
|
||||
min_box_area_px: 100
|
||||
roi:
|
||||
min_overlap_ratio: 0.1 # 0.25
|
||||
mid_cycle:
|
||||
day_min: 16
|
||||
day_max: 999
|
||||
|
||||
defaults:
|
||||
detection:
|
||||
model_path: models/NUC5070_chicken-detection-model-v26n-300e-best-2026-05-02-NEW.engine # TensorRT engine (RTX 5070)
|
||||
classes: [0]
|
||||
ignored_classes: [1, 2]
|
||||
conf: 0.40 # mild lift vs 0.35; 0.55 was undercounting
|
||||
iou: 0.55
|
||||
imgsz: 640
|
||||
device: "0"
|
||||
min_box_area_px: 3000
|
||||
validate_while_inside: true
|
||||
dedupe_radius_px: 0 # off for CC1/CC4; CC2/CC3 enable below
|
||||
dedupe_frames: 12
|
||||
detection_zone:
|
||||
enabled: true
|
||||
buffer_above_px: 250
|
||||
buffer_below_px: 250
|
||||
show_in_overlay: true
|
||||
tracker:
|
||||
tracker_config_path: configs/trackers/botsort_chicken.yaml
|
||||
persist: true
|
||||
track_buffer: 90
|
||||
gate:
|
||||
mode: two_line
|
||||
lines_y: [420, 730]
|
||||
direction: bottom_to_up
|
||||
motion:
|
||||
enabled: true
|
||||
axis: vertical
|
||||
forward_sign: 1.0
|
||||
ema_alpha: 0.2
|
||||
reverse_enter_threshold: -1.5
|
||||
reverse_exit_threshold: -0.5
|
||||
debounce_frames: 12
|
||||
min_features: 40 # ↓ 60 → less optical flow computation
|
||||
max_corners: 50 # ↓ 80 → fewer corner featuresis
|
||||
stride_frames: 3 # ↑ 2 → motion detection every 3rd frame
|
||||
flow_scale: 0.5
|
||||
quality_level: 0.01
|
||||
min_distance: 8
|
||||
block_radius: 6
|
||||
overlay:
|
||||
show_boxes: true
|
||||
show_track_trails: false
|
||||
trail_length: 20
|
||||
show_center_marker: false # ✗ → save 1 circle per chicken
|
||||
show_track_ring: false
|
||||
count_anchor: [780, 120]
|
||||
inside_box_only: true
|
||||
validated_only: true # NEW → only draw counted chickens
|
||||
pending_blink: true
|
||||
pending_colors:
|
||||
- [255, 255, 0]
|
||||
- [0, 255, 255]
|
||||
display:
|
||||
show_window: false
|
||||
encoder: auto
|
||||
output_bitrate_kbps: 2000 # ↓ 4000 → faster encoding
|
||||
codec_preference: [avc1, mp4v, H264]
|
||||
performance:
|
||||
half: false
|
||||
overlay_buffer_reuse: true
|
||||
inference_stride: 2
|
||||
stream:
|
||||
enabled: true # required for dashboard live feed
|
||||
shm_dir: /dev/shm
|
||||
interval_frames: 5
|
||||
feedback:
|
||||
enabled: true
|
||||
every_n_frames: 3000
|
||||
save_images: false # ✗ → disable checkpoint JPEG I/O spikes
|
||||
log_to_terminal: true
|
||||
roi:
|
||||
inset_left_px: 60
|
||||
inset_right_px: 60
|
||||
inset_top_px: 0
|
||||
inset_bottom_px: 0
|
||||
min_overlap_ratio: 0.30
|
||||
|
||||
cameras:
|
||||
CC1:
|
||||
camera_num: 1
|
||||
count_anchor: [780, 120]
|
||||
detection:
|
||||
min_box_area_px: 2500
|
||||
conf: 0.35
|
||||
roi:
|
||||
points:
|
||||
- [250, 330]
|
||||
- [1650, 330]
|
||||
- [1650, 720]
|
||||
- [250, 720]
|
||||
CC2:
|
||||
camera_num: 2
|
||||
count_anchor: [900, 120]
|
||||
detection:
|
||||
conf: 0.5 # From 0.45
|
||||
dedupe_radius_px: 32
|
||||
dedupe_frames: 24 # From 18
|
||||
roi:
|
||||
points:
|
||||
- [20, 380]
|
||||
- [1880, 380]
|
||||
- [1880, 720]
|
||||
- [20, 720]
|
||||
CC3:
|
||||
camera_num: 3
|
||||
count_anchor: [900, 120]
|
||||
detection:
|
||||
dedupe_radius_px: 24
|
||||
dedupe_frames: 16 # From 12
|
||||
roi:
|
||||
points:
|
||||
- [20, 330]
|
||||
- [1880, 330]
|
||||
- [1880, 720]
|
||||
- [20, 720]
|
||||
CC4:
|
||||
camera_num: 4
|
||||
count_anchor: [700, 120]
|
||||
roi:
|
||||
points:
|
||||
- [50, 330]
|
||||
- [1450, 330]
|
||||
- [1450, 720]
|
||||
- [50, 720]
|
||||
@@ -1,151 +0,0 @@
|
||||
batch:
|
||||
root_dir: "../VIDEOS/cycle7/K5-L1"
|
||||
camera_glob: "*cam{num}_*.mp4"
|
||||
output_subdir: output
|
||||
compress_max_mb: 200
|
||||
delete_intermediate: false
|
||||
checkpoint_every_n_frames: 3000
|
||||
location: K5-L1
|
||||
db_path: db/chicken_counts.db
|
||||
cycle_start_date: "2026-05-22" #day 0
|
||||
execution_mode: parallel_processes # parallel_processes (default) | tensor_batching | hybrid
|
||||
|
||||
stages:
|
||||
early_cycle:
|
||||
day_min: 0
|
||||
day_max: 15
|
||||
detection:
|
||||
conf: 0.1
|
||||
min_box_area_px: 100
|
||||
roi:
|
||||
min_overlap_ratio: 0.1 # 0.25
|
||||
mid_cycle:
|
||||
day_min: 16
|
||||
day_max: 999
|
||||
|
||||
defaults:
|
||||
detection:
|
||||
model_path: models/NUC5070_chicken-detection-model-v26n-300e-best-2026-05-02-NEW.engine # TensorRT engine (RTX 5070)
|
||||
classes: [0]
|
||||
ignored_classes: [1, 2]
|
||||
conf: 0.40 # mild lift vs 0.35; 0.55 was undercounting
|
||||
iou: 0.55
|
||||
imgsz: 640
|
||||
device: "0"
|
||||
min_box_area_px: 3000
|
||||
validate_while_inside: true
|
||||
dedupe_radius_px: 0 # off for CC1/CC4; CC2/CC3 enable below
|
||||
dedupe_frames: 12
|
||||
detection_zone:
|
||||
enabled: true
|
||||
buffer_above_px: 250
|
||||
buffer_below_px: 250
|
||||
show_in_overlay: true
|
||||
tracker:
|
||||
tracker_config_path: configs/trackers/botsort_chicken.yaml
|
||||
persist: true
|
||||
track_buffer: 90
|
||||
gate:
|
||||
mode: two_line
|
||||
lines_y: [420, 730]
|
||||
direction: bottom_to_up
|
||||
motion:
|
||||
enabled: true
|
||||
axis: vertical
|
||||
forward_sign: 1.0
|
||||
ema_alpha: 0.2
|
||||
reverse_enter_threshold: -1.5
|
||||
reverse_exit_threshold: -0.5
|
||||
debounce_frames: 12
|
||||
min_features: 40 # ↓ 60 → less optical flow computation
|
||||
max_corners: 50 # ↓ 80 → fewer corner featuresis
|
||||
stride_frames: 3 # ↑ 2 → motion detection every 3rd frame
|
||||
flow_scale: 0.5
|
||||
quality_level: 0.01
|
||||
min_distance: 8
|
||||
block_radius: 6
|
||||
overlay:
|
||||
show_boxes: true
|
||||
show_track_trails: false
|
||||
trail_length: 20
|
||||
show_center_marker: false # ✗ → save 1 circle per chicken
|
||||
show_track_ring: false
|
||||
count_anchor: [780, 120]
|
||||
inside_box_only: true
|
||||
validated_only: true # NEW → only draw counted chickens
|
||||
pending_blink: true
|
||||
pending_colors:
|
||||
- [255, 255, 0]
|
||||
- [0, 255, 255]
|
||||
display:
|
||||
show_window: false
|
||||
encoder: auto
|
||||
output_bitrate_kbps: 2000 # ↓ 4000 → faster encoding
|
||||
codec_preference: [avc1, mp4v, H264]
|
||||
performance:
|
||||
half: false
|
||||
overlay_buffer_reuse: true
|
||||
inference_stride: 2
|
||||
stream:
|
||||
enabled: true # required for dashboard live feed
|
||||
shm_dir: /dev/shm
|
||||
interval_frames: 5
|
||||
feedback:
|
||||
enabled: true
|
||||
every_n_frames: 3000
|
||||
save_images: false # ✗ → disable checkpoint JPEG I/O spikes
|
||||
log_to_terminal: true
|
||||
roi:
|
||||
inset_left_px: 60
|
||||
inset_right_px: 60
|
||||
inset_top_px: 0
|
||||
inset_bottom_px: 0
|
||||
min_overlap_ratio: 0.30
|
||||
|
||||
cameras:
|
||||
CC1:
|
||||
camera_num: 1
|
||||
count_anchor: [780, 120]
|
||||
detection:
|
||||
min_box_area_px: 2500
|
||||
conf: 0.35
|
||||
roi:
|
||||
points:
|
||||
- [250, 330]
|
||||
- [1650, 330]
|
||||
- [1650, 720]
|
||||
- [250, 720]
|
||||
CC2:
|
||||
camera_num: 2
|
||||
count_anchor: [900, 120]
|
||||
detection:
|
||||
conf: 0.5 # From 0.45
|
||||
dedupe_radius_px: 32
|
||||
dedupe_frames: 24 # From 18
|
||||
roi:
|
||||
points:
|
||||
- [20, 380]
|
||||
- [1880, 380]
|
||||
- [1880, 720]
|
||||
- [20, 720]
|
||||
CC3:
|
||||
camera_num: 3
|
||||
count_anchor: [900, 120]
|
||||
detection:
|
||||
dedupe_radius_px: 24
|
||||
dedupe_frames: 16 # From 12
|
||||
roi:
|
||||
points:
|
||||
- [20, 330]
|
||||
- [1880, 330]
|
||||
- [1880, 720]
|
||||
- [20, 720]
|
||||
CC4:
|
||||
camera_num: 4
|
||||
count_anchor: [700, 120]
|
||||
roi:
|
||||
points:
|
||||
- [50, 330]
|
||||
- [1450, 330]
|
||||
- [1450, 720]
|
||||
- [50, 720]
|
||||
@@ -1,151 +0,0 @@
|
||||
batch:
|
||||
root_dir: "../VIDEOS/cycle7/K5-L2"
|
||||
camera_glob: "*cam{num}_*.mp4"
|
||||
output_subdir: output
|
||||
compress_max_mb: 200
|
||||
delete_intermediate: false
|
||||
checkpoint_every_n_frames: 3000
|
||||
location: K5-L2
|
||||
db_path: db/chicken_counts.db
|
||||
cycle_start_date: "2026-05-22" #day 0
|
||||
execution_mode: parallel_processes # parallel_processes (default) | tensor_batching | hybrid
|
||||
|
||||
stages:
|
||||
early_cycle:
|
||||
day_min: 0
|
||||
day_max: 15
|
||||
detection:
|
||||
conf: 0.1
|
||||
min_box_area_px: 100
|
||||
roi:
|
||||
min_overlap_ratio: 0.1 # 0.25
|
||||
mid_cycle:
|
||||
day_min: 16
|
||||
day_max: 999
|
||||
|
||||
defaults:
|
||||
detection:
|
||||
model_path: models/NUC5070_chicken-detection-model-v26n-300e-best-2026-05-02-NEW.engine # TensorRT engine (RTX 5070)
|
||||
classes: [0]
|
||||
ignored_classes: [1, 2]
|
||||
conf: 0.40 # mild lift vs 0.35; 0.55 was undercounting
|
||||
iou: 0.55
|
||||
imgsz: 640
|
||||
device: "0"
|
||||
min_box_area_px: 3000
|
||||
validate_while_inside: true
|
||||
dedupe_radius_px: 0 # off for CC1/CC4; CC2/CC3 enable below
|
||||
dedupe_frames: 12
|
||||
detection_zone:
|
||||
enabled: true
|
||||
buffer_above_px: 250
|
||||
buffer_below_px: 250
|
||||
show_in_overlay: true
|
||||
tracker:
|
||||
tracker_config_path: configs/trackers/botsort_chicken.yaml
|
||||
persist: true
|
||||
track_buffer: 90
|
||||
gate:
|
||||
mode: two_line
|
||||
lines_y: [420, 730]
|
||||
direction: bottom_to_up
|
||||
motion:
|
||||
enabled: true
|
||||
axis: vertical
|
||||
forward_sign: 1.0
|
||||
ema_alpha: 0.2
|
||||
reverse_enter_threshold: -1.5
|
||||
reverse_exit_threshold: -0.5
|
||||
debounce_frames: 12
|
||||
min_features: 40 # ↓ 60 → less optical flow computation
|
||||
max_corners: 50 # ↓ 80 → fewer corner featuresis
|
||||
stride_frames: 3 # ↑ 2 → motion detection every 3rd frame
|
||||
flow_scale: 0.5
|
||||
quality_level: 0.01
|
||||
min_distance: 8
|
||||
block_radius: 6
|
||||
overlay:
|
||||
show_boxes: true
|
||||
show_track_trails: false
|
||||
trail_length: 20
|
||||
show_center_marker: false # ✗ → save 1 circle per chicken
|
||||
show_track_ring: false
|
||||
count_anchor: [780, 120]
|
||||
inside_box_only: true
|
||||
validated_only: true # NEW → only draw counted chickens
|
||||
pending_blink: true
|
||||
pending_colors:
|
||||
- [255, 255, 0]
|
||||
- [0, 255, 255]
|
||||
display:
|
||||
show_window: false
|
||||
encoder: auto
|
||||
output_bitrate_kbps: 2000 # ↓ 4000 → faster encoding
|
||||
codec_preference: [avc1, mp4v, H264]
|
||||
performance:
|
||||
half: false
|
||||
overlay_buffer_reuse: true
|
||||
inference_stride: 2
|
||||
stream:
|
||||
enabled: true # required for dashboard live feed
|
||||
shm_dir: /dev/shm
|
||||
interval_frames: 5
|
||||
feedback:
|
||||
enabled: true
|
||||
every_n_frames: 3000
|
||||
save_images: false # ✗ → disable checkpoint JPEG I/O spikes
|
||||
log_to_terminal: true
|
||||
roi:
|
||||
inset_left_px: 60
|
||||
inset_right_px: 60
|
||||
inset_top_px: 0
|
||||
inset_bottom_px: 0
|
||||
min_overlap_ratio: 0.30
|
||||
|
||||
cameras:
|
||||
CC1:
|
||||
camera_num: 1
|
||||
count_anchor: [780, 120]
|
||||
detection:
|
||||
min_box_area_px: 2500
|
||||
conf: 0.35
|
||||
roi:
|
||||
points:
|
||||
- [250, 330]
|
||||
- [1650, 330]
|
||||
- [1650, 720]
|
||||
- [250, 720]
|
||||
CC2:
|
||||
camera_num: 2
|
||||
count_anchor: [900, 120]
|
||||
detection:
|
||||
conf: 0.5 # From 0.45
|
||||
dedupe_radius_px: 32
|
||||
dedupe_frames: 24 # From 18
|
||||
roi:
|
||||
points:
|
||||
- [20, 380]
|
||||
- [1880, 380]
|
||||
- [1880, 720]
|
||||
- [20, 720]
|
||||
CC3:
|
||||
camera_num: 3
|
||||
count_anchor: [900, 120]
|
||||
detection:
|
||||
dedupe_radius_px: 24
|
||||
dedupe_frames: 16 # From 12
|
||||
roi:
|
||||
points:
|
||||
- [20, 330]
|
||||
- [1880, 330]
|
||||
- [1880, 720]
|
||||
- [20, 720]
|
||||
CC4:
|
||||
camera_num: 4
|
||||
count_anchor: [700, 120]
|
||||
roi:
|
||||
points:
|
||||
- [50, 330]
|
||||
- [1450, 330]
|
||||
- [1450, 720]
|
||||
- [50, 720]
|
||||
@@ -0,0 +1,17 @@
|
||||
# Floor Configuration for K1-L1
|
||||
# Inherits all default settings, tracker options, model path, and stage thresholds from cycle7_batch_optimized.yaml
|
||||
extends: ../cycle7_batch_optimized.yaml
|
||||
|
||||
batch:
|
||||
location: "K1-L1"
|
||||
root_dir: "../VIDEOS/cycle7/K1-L1"
|
||||
|
||||
# Optional per-camera overrides (only uncomment and specify if this floor requires custom ROI or anchors)
|
||||
# cameras:
|
||||
# CC1:
|
||||
# roi:
|
||||
# points:
|
||||
# - [250, 330]
|
||||
# - [1650, 330]
|
||||
# - [1650, 720]
|
||||
# - [250, 720]
|
||||
@@ -0,0 +1,17 @@
|
||||
# Floor Configuration for K1-L2
|
||||
# Inherits all default settings, tracker options, model path, and stage thresholds from cycle7_batch_optimized.yaml
|
||||
extends: ../cycle7_batch_optimized.yaml
|
||||
|
||||
batch:
|
||||
location: "K1-L2"
|
||||
root_dir: "../VIDEOS/cycle7/K1-L2"
|
||||
|
||||
# Optional per-camera overrides (only uncomment and specify if this floor requires custom ROI or anchors)
|
||||
# cameras:
|
||||
# CC1:
|
||||
# roi:
|
||||
# points:
|
||||
# - [250, 330]
|
||||
# - [1650, 330]
|
||||
# - [1650, 720]
|
||||
# - [250, 720]
|
||||
@@ -0,0 +1,17 @@
|
||||
# Floor Configuration for K2-L1
|
||||
# Inherits all default settings, tracker options, model path, and stage thresholds from cycle7_batch_optimized.yaml
|
||||
extends: ../cycle7_batch_optimized.yaml
|
||||
|
||||
batch:
|
||||
location: "K2-L1"
|
||||
root_dir: "../VIDEOS/cycle7/K2-L1"
|
||||
|
||||
# Optional per-camera overrides (only uncomment and specify if this floor requires custom ROI or anchors)
|
||||
# cameras:
|
||||
# CC1:
|
||||
# roi:
|
||||
# points:
|
||||
# - [250, 330]
|
||||
# - [1650, 330]
|
||||
# - [1650, 720]
|
||||
# - [250, 720]
|
||||
@@ -0,0 +1,17 @@
|
||||
# Floor Configuration for K2-L2
|
||||
# Inherits all default settings, tracker options, model path, and stage thresholds from cycle7_batch_optimized.yaml
|
||||
extends: ../cycle7_batch_optimized.yaml
|
||||
|
||||
batch:
|
||||
location: "K2-L2"
|
||||
root_dir: "../VIDEOS/cycle7/K2-L2"
|
||||
|
||||
# Optional per-camera overrides (only uncomment and specify if this floor requires custom ROI or anchors)
|
||||
# cameras:
|
||||
# CC1:
|
||||
# roi:
|
||||
# points:
|
||||
# - [250, 330]
|
||||
# - [1650, 330]
|
||||
# - [1650, 720]
|
||||
# - [250, 720]
|
||||
@@ -0,0 +1,17 @@
|
||||
# Floor Configuration for K3-L1
|
||||
# Inherits all default settings, tracker options, model path, and stage thresholds from cycle7_batch_optimized.yaml
|
||||
extends: ../cycle7_batch_optimized.yaml
|
||||
|
||||
batch:
|
||||
location: "K3-L1"
|
||||
root_dir: "../VIDEOS/cycle7/K3-L1"
|
||||
|
||||
# Optional per-camera overrides (only uncomment and specify if this floor requires custom ROI or anchors)
|
||||
# cameras:
|
||||
# CC1:
|
||||
# roi:
|
||||
# points:
|
||||
# - [250, 330]
|
||||
# - [1650, 330]
|
||||
# - [1650, 720]
|
||||
# - [250, 720]
|
||||
@@ -0,0 +1,17 @@
|
||||
# Floor Configuration for K3-L2
|
||||
# Inherits all default settings, tracker options, model path, and stage thresholds from cycle7_batch_optimized.yaml
|
||||
extends: ../cycle7_batch_optimized.yaml
|
||||
|
||||
batch:
|
||||
location: "K3-L2"
|
||||
root_dir: "../VIDEOS/cycle7/K3-L2"
|
||||
|
||||
# Optional per-camera overrides (only uncomment and specify if this floor requires custom ROI or anchors)
|
||||
# cameras:
|
||||
# CC1:
|
||||
# roi:
|
||||
# points:
|
||||
# - [250, 330]
|
||||
# - [1650, 330]
|
||||
# - [1650, 720]
|
||||
# - [250, 720]
|
||||
@@ -0,0 +1,17 @@
|
||||
# Floor Configuration for K4-L1
|
||||
# Inherits all default settings, tracker options, model path, and stage thresholds from cycle7_batch_optimized.yaml
|
||||
extends: ../cycle7_batch_optimized.yaml
|
||||
|
||||
batch:
|
||||
location: "K4-L1"
|
||||
root_dir: "../VIDEOS/cycle7/K4-L1"
|
||||
|
||||
# Optional per-camera overrides (only uncomment and specify if this floor requires custom ROI or anchors)
|
||||
# cameras:
|
||||
# CC1:
|
||||
# roi:
|
||||
# points:
|
||||
# - [250, 330]
|
||||
# - [1650, 330]
|
||||
# - [1650, 720]
|
||||
# - [250, 720]
|
||||
@@ -0,0 +1,17 @@
|
||||
# Floor Configuration for K4-L2
|
||||
# Inherits all default settings, tracker options, model path, and stage thresholds from cycle7_batch_optimized.yaml
|
||||
extends: ../cycle7_batch_optimized.yaml
|
||||
|
||||
batch:
|
||||
location: "K4-L2"
|
||||
root_dir: "../VIDEOS/cycle7/K4-L2"
|
||||
|
||||
# Optional per-camera overrides (only uncomment and specify if this floor requires custom ROI or anchors)
|
||||
# cameras:
|
||||
# CC1:
|
||||
# roi:
|
||||
# points:
|
||||
# - [250, 330]
|
||||
# - [1650, 330]
|
||||
# - [1650, 720]
|
||||
# - [250, 720]
|
||||
@@ -0,0 +1,17 @@
|
||||
# Floor Configuration for K5-L1
|
||||
# Inherits all default settings, tracker options, model path, and stage thresholds from cycle7_batch_optimized.yaml
|
||||
extends: ../cycle7_batch_optimized.yaml
|
||||
|
||||
batch:
|
||||
location: "K5-L1"
|
||||
root_dir: "../VIDEOS/cycle7/K5-L1"
|
||||
|
||||
# Optional per-camera overrides (only uncomment and specify if this floor requires custom ROI or anchors)
|
||||
# cameras:
|
||||
# CC1:
|
||||
# roi:
|
||||
# points:
|
||||
# - [250, 330]
|
||||
# - [1650, 330]
|
||||
# - [1650, 720]
|
||||
# - [250, 720]
|
||||
@@ -0,0 +1,17 @@
|
||||
# Floor Configuration for K5-L2
|
||||
# Inherits all default settings, tracker options, model path, and stage thresholds from cycle7_batch_optimized.yaml
|
||||
extends: ../cycle7_batch_optimized.yaml
|
||||
|
||||
batch:
|
||||
location: "K5-L2"
|
||||
root_dir: "../VIDEOS/cycle7/K5-L2"
|
||||
|
||||
# Optional per-camera overrides (only uncomment and specify if this floor requires custom ROI or anchors)
|
||||
# cameras:
|
||||
# CC1:
|
||||
# roi:
|
||||
# points:
|
||||
# - [250, 330]
|
||||
# - [1650, 330]
|
||||
# - [1650, 720]
|
||||
# - [250, 720]
|
||||
Reference in new issue
Block a user