From fc172117cc434a7a2d6ef0941dac7c4026a76e99 Mon Sep 17 00:00:00 2001 From: dsutanto Date: Wed, 1 Jul 2026 19:29:24 +0700 Subject: [PATCH] Fix and tested --- .env | 6 +- batch_crossings.csv | 1649 +++++++++++++++++++++++ build/CMakeCache.txt | 6 - build/CMakeFiles/CMakeConfigureLog.yaml | 78 +- build/bytetrack-counter | Bin 3462608 -> 3483128 bytes bytetrack_counter.db | Bin 57344 -> 57344 bytes src/batch_store.cpp | 1 - src/main.cpp | 46 + 8 files changed, 1737 insertions(+), 49 deletions(-) diff --git a/.env b/.env index 3fd9a54..43e73a8 100644 --- a/.env +++ b/.env @@ -6,8 +6,8 @@ DB_PATH=/opt/bytetrack-counter-cpp/bytetrack_counter.db STATE_FILE=/tmp/bytetrack_current_batch.json # Direct LAN camera RTSP (low latency) -SOURCE=rtsp://frigate:zenai@192.168.192.16:8554/camera_stream_640 -#SOURCE=rtsp://192.168.192.53:8554/my_stream +#SOURCE=rtsp://frigate:zenai@192.168.192.16:8554/camera_stream_640 +SOURCE=rtsp://192.168.192.53:8554/my_stream OPENCV_FFMPEG_CAPTURE_OPTIONS=rtsp_transport;tcp|fflags;nobuffer|flags;low_delay # RKNN model — export'd from YOLO with imgsz=320 @@ -26,7 +26,7 @@ SCORE_SIGMOID=false CAMERA_NAME=CC1 OBJECT_LABEL=ayam-potong CLASS_AYAM=ayam -CLASS_TALENAN=talenan +CLASS_TALENAN=telenan # Line crossing: rtl (default) | ltr | both CROSS_DIRECTION=ltr diff --git a/batch_crossings.csv b/batch_crossings.csv index 5c91149..455a40c 100644 --- a/batch_crossings.csv +++ b/batch_crossings.csv @@ -1 +1,1650 @@ batch,frame,timestamp,chicken_id +1,5,2026-07-01 19:23:37,72 +1,5,2026-07-01 19:23:37,7 +1,5,2026-07-01 19:23:37,71 +1,5,2026-07-01 19:23:37,39 +1,5,2026-07-01 19:23:37,23 +1,5,2026-07-01 19:23:37,24 +1,5,2026-07-01 19:23:37,8 +1,5,2026-07-01 19:23:37,40 +1,5,2026-07-01 19:23:37,55 +1,5,2026-07-01 19:23:37,56 +1,20,2026-07-01 19:23:37,70 +1,20,2026-07-01 19:23:37,22 +1,20,2026-07-01 19:23:37,38 +1,20,2026-07-01 19:23:37,6 +1,20,2026-07-01 19:23:37,69 +1,20,2026-07-01 19:23:37,53 +1,20,2026-07-01 19:23:37,5 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CMakeFiles/cmTC_977f0.dir/CMakeCXXCompilerABI.cpp.o -lstdc++ -lm -lgcc_s -lgcc -lc -lgcc_s -lgcc /usr/lib/gcc/aarch64-linux-gnu/13/crtendS.o /usr/lib/gcc/aarch64-linux-gnu/13/../../../aarch64-linux-gnu/crtn.o] arg [/usr/libexec/gcc/aarch64-linux-gnu/13/collect2] ==> ignore arg [-plugin] ==> ignore arg [/usr/libexec/gcc/aarch64-linux-gnu/13/liblto_plugin.so] ==> ignore arg [-plugin-opt=/usr/libexec/gcc/aarch64-linux-gnu/13/lto-wrapper] ==> ignore - arg [-plugin-opt=-fresolution=/tmp/cciBFqhE.res] ==> ignore + arg [-plugin-opt=-fresolution=/tmp/ccs28ofb.res] ==> ignore arg [-plugin-opt=-pass-through=-lgcc_s] ==> ignore arg [-plugin-opt=-pass-through=-lgcc] ==> ignore arg [-plugin-opt=-pass-through=-lc] ==> ignore @@ -236,7 +236,7 @@ events: arg [-znow] ==> ignore arg [-zrelro] ==> ignore arg [-o] ==> ignore - arg [cmTC_4ab7f] ==> ignore + arg [cmTC_977f0] ==> ignore arg [/usr/lib/gcc/aarch64-linux-gnu/13/../../../aarch64-linux-gnu/Scrt1.o] ==> obj 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std::filesystem::remove(state_file_); return; diff --git a/src/main.cpp b/src/main.cpp index e217ffb..8653939 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -214,6 +214,52 @@ int main(int argc, char* argv[]) { talenan_scores_vec(i) = talenan_scores[i]; } + // Apply NMS per-class to suppress duplicate boxes + if (na > 0) { + auto keep = nms(ayam_mat, ayam_scores_vec); + int nk = static_cast(keep.size()); + Eigen::MatrixXf fm(nk, 4); + Eigen::VectorXf fs(nk); + std::vector fb; + std::vector fcx; + std::vector>> fkpts; + for (int ki = 0; ki < nk; ++ki) { + int idx = keep[ki]; + fm.row(ki) = ayam_mat.row(idx); + fs(ki) = ayam_scores_vec(idx); + fb.push_back(ayam_boxes[idx]); + fcx.push_back(ayam_cx_list[idx]); + if (idx < (int)ayam_kpts_list.size()) + fkpts.push_back(ayam_kpts_list[idx]); + } + na = nk; + ayam_mat = std::move(fm); + ayam_scores_vec = std::move(fs); + ayam_boxes = std::move(fb); + ayam_cx_list = std::move(fcx); + ayam_kpts_list = std::move(fkpts); + } + if (nt > 0) { + auto keep = nms(talenan_mat, talenan_scores_vec); + int nk = static_cast(keep.size()); + Eigen::MatrixXf fm(nk, 4); + Eigen::VectorXf fs(nk); + std::vector fb; + std::vector fcx; + for (int ki = 0; ki < nk; ++ki) { + int idx = keep[ki]; + fm.row(ki) = talenan_mat.row(idx); + fs(ki) = talenan_scores_vec(idx); + fb.push_back(talenan_boxes[idx]); + fcx.push_back(talenan_cx_list[idx]); + } + nt = nk; + talenan_mat = std::move(fm); + talenan_scores_vec = std::move(fs); + talenan_boxes = std::move(fb); + talenan_cx_list = std::move(fcx); + } + TrackResult ayam_tr = ayam_tracker.update(ayam_mat, ayam_scores_vec); TrackResult talenan_tr = talenan_tracker.update(talenan_mat, talenan_scores_vec);