ACF-Based-Region-Proposal-Extraction-for-YOLOv3-Network-Towards-High-Performance-Cyclist-Detection

Implementation of the paper "ACF Based Region Proposal Extraction for YOLOv3 Network Towards High-Performance Cyclist Detection in High Resolution Images"

Code Structure

ACF: Code/toolbox-master

GUI for labeling: Code/GUI-for-labeling/Yolo_mark-master

YOLO: Code/AlexeyABdarknet

Convenient functions for YOLO: Code/VG_AlexeyAB_darknet-master

For more details: https://medium.com/@thanifbutt/acf-based-region-proposal-extraction-for-yolov3-network-towards-high-performance-cyclist-detection-455084b26283

References

https://pdollar.github.io/toolbox/

https://github.com/pdollar/toolbox

pdollar/toolbox#29

https://github.com/jmbuena/toolbox.badacost.public

https://pjreddie.com/darknet/yolo/

AlexeyAB/Yolo_mark#60

pjreddie/darknet#236

https://medium.com/@manivannan_data/how-to-train-yolov3-to-detect-custom-objects-ccbcafeb13d2

https://medium.com/@manivannan_data/how-to-train-yolov2-to-detect-custom-objects-9010df784f36

pjreddie/darknet#190

https://github.com/AlexeyAB/darknet#how-to-train-to-detect-your-custom-objects

pjreddie/darknet#911

https://www.learnopencv.com/install-opencv3-on-ubuntu/

https://stackoverflow.com/questions/9195716/read-txt-file-in-matlab

https://www.mathworks.com/matlabcentral/answers/47448-save-data-to-txt-file

pjreddie/darknet#568

thtrieu/darkflow#645

thtrieu/darkflow#172

thtrieu/darkflow#563

thtrieu/darkflow#473

thtrieu/darkflow#80

pjreddie/darknet#294

https://medium.com/@andersasac/anchor-boxes-the-key-to-quality-object-detection-ddf9d612d4f9

https://github.com/pjreddie/darknet/wiki/YOLO:-Real-Time-Object-Detection

http://guanghan.info/blog/en/my-works/train-yolo/

pjreddie/darknet#723

https://github.com/vincentgong7/VG_AlexeyAB_darknet

https://darknet.gong.im/

https://stackoverflow.com/questions/42918747/yolo-c-compilation-failure-with-debug-1/46808785#46808785

pjreddie/darknet#901

pjreddie/darknet#81

pjreddie/darknet#742

pjreddie/darknet#183

https://stackoverflow.com/questions/44544471/how-to-get-the-coordinates-of-the-bounding-box-in-yolo-object-detection

https://towardsdatascience.com/light-on-math-ml-attention-with-keras-dc8dbc1fad39

https://stackoverflow.com/questions/50708758/yolo-and-adjusting-number-of-anchor-boxes-for-custom-dataset

https://ai.stackexchange.com/questions/5111/confusion-regarding-anchor-boxes-in-yolo

http://christopher5106.github.io/object/detectors/2017/08/10/bounding-box-object-detectors-understanding-yolo.html

https://towardsdatascience.com/yolo-v3-object-detection-53fb7d3bfe6b

https://github.com/qqwweee/keras-yolo3

https://github.com/bing0037/keras-yolo3

https://github.com/experiencor/keras-yolo3

https://github.com/rafaelpadilla/Object-Detection-Metrics

https://github.com/bluesy7585/keras-yolo3

eriklindernoren/PyTorch-YOLOv3#233

https://github.com/eriklindernoren/PyTorch-YOLOv3#train-on-custom-dataset

https://towardsdatascience.com/geometric-reasoning-based-cuboid-generation-in-monocular-3d-object-detection-5ee2996270d1

https://towardsdatascience.com/orientation-estimation-in-monocular-3d-object-detection-f850ace91411

https://towardsdatascience.com/anchors-and-multi-bin-loss-for-multi-modal-target-regression-647ea1974617

https://svncvpr.in.tum.de/cvpr-ros-pkg/trunk/rgbd_benchmark/rgbd_benchmark_tools/src/rgbd_benchmark_tools/generate_pointcloud.py