├── .gitmodules ├── CONTRIBUTING.md ├── Dockerfile ├── LICENSE ├── README.md ├── __pycache__ └── val.cpython-37.pyc ├── data ├── Argoverse.yaml ├── GlobalWheat2020.yaml ├── Objects365.yaml ├── SKU-110K.yaml ├── VOC.yaml ├── VisDrone.yaml ├── coco.yaml ├── coco128.yaml ├── hyps │ ├── hyp.finetune.yaml │ ├── hyp.finetune_objects365.yaml │ ├── hyp.scratch-high.yaml │ ├── hyp.scratch-low.yaml │ ├── hyp.scratch-med.yaml │ └── hyp.scratch.yaml ├── images │ ├── bus.jpg │ └── zidane.jpg ├── scripts │ ├── download_weights.sh │ ├── get_coco.sh │ └── get_coco128.sh └── xView.yaml ├── export.py ├── hubconf.py ├── inference.py ├── inputs ├── iranKhodro_dena26.jpg ├── iranKhodro_dena38.jpg ├── kia_cerato6.jpg ├── kia_cerato63.jpg ├── mazda_322.jpg ├── mazda_373.jpg ├── peugeot_20626.jpg ├── peugeot_20653.jpg ├── saipa_saina81.jpg └── saipa_saina88.jpg ├── models ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-37.pyc │ ├── common.cpython-37.pyc │ ├── experimental.cpython-37.pyc │ └── yolo.cpython-37.pyc ├── common.py ├── experimental.py ├── hub │ ├── anchors.yaml │ ├── yolov3-spp.yaml │ ├── yolov3-tiny.yaml │ ├── yolov3.yaml │ ├── yolov5-bifpn.yaml │ ├── yolov5-fpn.yaml │ ├── yolov5-p2.yaml │ ├── yolov5-p34.yaml │ ├── yolov5-p6.yaml │ ├── yolov5-p7.yaml │ ├── yolov5-panet.yaml │ ├── yolov5l6.yaml │ ├── yolov5m6.yaml │ ├── yolov5n6.yaml │ ├── yolov5s-ghost.yaml │ ├── yolov5s-transformer.yaml │ ├── yolov5s6.yaml │ └── yolov5x6.yaml ├── tf.py ├── yolo.py ├── yolov5l.yaml ├── yolov5m.yaml ├── yolov5n.yaml ├── yolov5s.yaml └── yolov5x.yaml ├── requirements.txt ├── runs ├── detect │ ├── exp11 │ │ └── saipa_saina88.jpg │ ├── exp12 │ │ └── iranKhodro_dena26.jpg │ ├── exp13 │ │ └── iranKhodro_dena26.jpg │ ├── exp2 │ │ └── iranKhodro_dena38.jpg │ ├── exp4 │ │ └── kia_cerato63.jpg │ ├── exp6 │ │ └── mazda_373.jpg │ └── exp9 │ │ └── peugeot_20653.jpg └── train │ ├── exp │ ├── events.out.tfevents.1642010604.a56d8375dd7a.1044.0 │ ├── hyp.yaml │ ├── labels.jpg │ ├── labels_correlogram.jpg │ ├── opt.yaml │ ├── train_batch0.jpg │ ├── train_batch1.jpg │ └── train_batch2.jpg │ └── exp13 │ ├── F1_curve.png │ ├── PR_curve.png │ ├── P_curve.png │ ├── R_curve.png │ ├── confusion_matrix.png │ ├── events.out.tfevents.1630338784.ee7c3f0905fc.1389.0 │ ├── hyp.yaml │ ├── labels.jpg │ ├── labels_correlogram.jpg │ ├── media_images_Validation.jpg │ ├── opt.yaml │ ├── results.csv │ ├── results.png │ ├── train_batch0.jpg │ ├── train_batch1.jpg │ ├── train_batch2.jpg │ ├── val_batch0_labels.jpg │ ├── val_batch0_pred.jpg │ ├── val_batch1_labels.jpg │ ├── val_batch1_pred.jpg │ ├── val_batch2_labels.jpg │ ├── val_batch2_pred.jpg │ └── weights │ ├── best.pt │ └── last.pt ├── train.py ├── tutorial.ipynb ├── utils ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-37.pyc │ ├── augmentations.cpython-37.pyc │ ├── autoanchor.cpython-37.pyc │ ├── autobatch.cpython-37.pyc │ ├── callbacks.cpython-37.pyc │ ├── datasets.cpython-37.pyc │ ├── downloads.cpython-37.pyc │ ├── general.cpython-37.pyc │ ├── loss.cpython-37.pyc │ ├── metrics.cpython-37.pyc │ ├── plots.cpython-37.pyc │ └── torch_utils.cpython-37.pyc ├── activations.py ├── augmentations.py ├── autoanchor.py ├── autobatch.py ├── aws │ ├── __init__.py │ ├── mime.sh │ ├── resume.py │ └── userdata.sh ├── callbacks.py ├── datasets.py ├── downloads.py ├── flask_rest_api │ ├── README.md │ ├── example_request.py │ └── restapi.py ├── general.py ├── google_app_engine │ ├── Dockerfile │ ├── additional_requirements.txt │ └── app.yaml ├── loggers │ ├── __init__.py │ ├── __pycache__ │ │ └── __init__.cpython-37.pyc │ └── wandb │ │ ├── README.md │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ └── wandb_utils.cpython-37.pyc │ │ ├── log_dataset.py │ │ ├── sweep.py │ │ ├── sweep.yaml │ │ └── wandb_utils.py ├── loss.py ├── metrics.py ├── plots.py └── torch_utils.py ├── val.py ├── wandb ├── debug-internal.log ├── debug.log ├── latest-run ├── run-20210831_040317-si589sh1 │ ├── files │ │ ├── config.yaml │ │ ├── output.log │ │ ├── requirements.txt │ │ ├── wandb-metadata.json │ │ └── wandb-summary.json │ ├── logs │ │ ├── debug-internal.log │ │ └── debug.log │ └── run-si589sh1.wandb ├── run-20210831_040815-2pxft5s3 │ ├── files │ │ ├── config.yaml │ │ ├── media │ │ │ ├── images │ │ │ │ ├── Bounding Box Debugger │ │ │ │ │ ├── Images_11_0.png │ │ │ │ │ ├── Images_11_1.png │ │ │ │ │ ├── Images_11_10.png │ │ │ │ │ ├── Images_11_11.png │ │ │ │ │ ├── Images_11_12.png │ │ │ │ │ ├── Images_11_13.png │ │ │ │ │ ├── Images_11_14.png │ │ │ │ │ ├── Images_11_15.png │ │ │ │ │ ├── Images_11_2.png │ │ │ │ │ ├── Images_11_3.png │ │ │ │ │ ├── Images_11_4.png │ │ │ │ │ ├── Images_11_5.png │ │ │ │ │ ├── Images_11_6.png │ │ │ │ │ ├── Images_11_7.png │ │ │ │ │ ├── Images_11_8.png │ │ │ │ │ ├── Images_11_9.png │ │ │ │ │ ├── Images_14_0.png │ │ │ │ │ ├── Images_14_1.png │ │ │ │ │ ├── Images_14_10.png │ │ │ │ │ ├── Images_14_11.png │ │ │ │ │ ├── Images_14_12.png │ │ │ │ │ ├── Images_14_13.png │ │ │ │ │ ├── Images_14_14.png │ │ │ │ │ ├── Images_14_15.png │ │ │ │ │ ├── Images_14_2.png │ │ │ │ │ ├── Images_14_3.png │ │ │ │ │ ├── Images_14_4.png │ │ │ │ │ ├── Images_14_5.png │ │ │ │ │ ├── Images_14_6.png │ │ │ │ │ ├── Images_14_7.png │ │ │ │ │ ├── Images_14_8.png │ │ │ │ │ ├── Images_14_9.png │ │ │ │ │ ├── Images_17_0.png │ │ │ │ │ ├── Images_17_1.png │ │ │ │ │ ├── Images_17_10.png │ │ │ │ │ ├── Images_17_11.png │ │ │ │ │ ├── Images_17_12.png │ │ │ │ │ ├── Images_17_13.png │ │ │ │ │ ├── Images_17_14.png │ │ │ │ │ ├── Images_17_15.png │ │ │ │ │ ├── Images_17_2.png │ │ │ │ │ ├── Images_17_3.png │ │ │ │ │ ├── Images_17_4.png │ │ │ │ │ ├── Images_17_5.png │ │ │ │ │ ├── Images_17_6.png │ │ │ │ │ ├── Images_17_7.png │ │ │ │ │ ├── Images_17_8.png │ │ │ │ │ ├── Images_17_9.png │ │ │ │ │ ├── Images_20_0.png │ │ │ │ │ ├── Images_20_1.png │ │ │ │ │ ├── Images_20_10.png │ │ │ │ │ ├── Images_20_11.png │ │ │ │ │ ├── Images_20_12.png │ │ │ │ │ ├── Images_20_13.png │ │ │ │ │ ├── Images_20_14.png │ │ │ │ │ ├── Images_20_15.png │ │ │ │ │ ├── Images_20_2.png │ │ │ │ │ ├── Images_20_3.png │ │ │ │ │ ├── Images_20_4.png │ │ │ │ │ ├── Images_20_5.png │ │ │ │ │ ├── Images_20_6.png │ │ │ │ │ ├── Images_20_7.png │ │ │ │ │ ├── Images_20_8.png │ │ │ │ │ ├── Images_20_9.png │ │ │ │ │ ├── Images_23_0.png │ │ │ │ │ ├── Images_23_1.png │ │ │ │ │ ├── Images_23_10.png │ │ │ │ │ ├── Images_23_11.png │ │ │ │ │ ├── Images_23_12.png │ │ │ │ │ ├── Images_23_13.png │ │ │ │ │ ├── Images_23_14.png │ │ │ │ │ ├── Images_23_15.png │ │ │ │ │ ├── Images_23_2.png │ │ │ │ │ ├── Images_23_3.png │ │ │ │ │ ├── Images_23_4.png │ │ │ │ │ ├── Images_23_5.png │ │ │ │ │ ├── Images_23_6.png │ │ │ │ │ ├── Images_23_7.png │ │ │ │ │ ├── Images_23_8.png │ │ │ │ │ ├── Images_23_9.png │ │ │ │ │ ├── Images_26_0.png │ │ │ │ │ ├── Images_26_1.png │ │ │ │ │ ├── Images_26_10.png │ │ │ │ │ ├── Images_26_11.png │ │ │ │ │ ├── Images_26_12.png │ │ │ │ │ ├── Images_26_13.png │ │ │ │ │ ├── Images_26_14.png │ │ │ │ │ ├── Images_26_15.png │ │ │ │ │ ├── Images_26_2.png │ │ │ │ │ ├── Images_26_3.png │ │ │ │ │ ├── Images_26_4.png │ │ │ │ │ ├── Images_26_5.png │ │ │ │ │ ├── Images_26_6.png │ │ │ │ │ ├── Images_26_7.png │ │ │ │ │ ├── Images_26_8.png │ │ │ │ │ ├── Images_26_9.png │ │ │ │ │ ├── Images_29_0.png │ │ │ │ │ ├── Images_29_1.png │ │ │ │ │ ├── Images_29_10.png │ │ │ │ │ ├── Images_29_11.png │ │ │ │ │ ├── Images_29_12.png │ │ │ │ │ ├── Images_29_13.png │ │ │ │ │ ├── Images_29_14.png │ │ │ │ │ ├── Images_29_15.png │ │ │ │ │ ├── Images_29_2.png │ │ │ │ │ ├── Images_29_3.png │ │ │ │ │ ├── Images_29_4.png │ │ │ │ │ ├── Images_29_5.png │ │ │ │ │ ├── Images_29_6.png │ │ │ │ │ ├── Images_29_7.png │ │ │ │ │ ├── Images_29_8.png │ │ │ │ │ ├── Images_29_9.png │ │ │ │ │ ├── Images_2_0.png │ │ │ │ │ ├── Images_2_1.png │ │ │ │ │ ├── Images_2_10.png │ │ │ │ │ ├── Images_2_11.png │ │ │ │ │ ├── Images_2_12.png │ │ │ │ │ ├── Images_2_13.png │ │ │ │ │ ├── Images_2_14.png │ │ │ │ │ ├── Images_2_15.png │ │ │ │ │ ├── Images_2_2.png │ │ │ │ │ ├── Images_2_3.png │ │ │ │ │ ├── Images_2_4.png │ │ │ │ │ ├── Images_2_5.png │ │ │ │ │ ├── Images_2_6.png │ │ │ │ │ ├── Images_2_7.png │ │ │ │ │ ├── Images_2_8.png │ │ │ │ │ ├── Images_2_9.png │ │ │ │ │ ├── Images_5_0.png │ │ │ │ │ ├── Images_5_1.png │ │ │ │ │ ├── Images_5_10.png │ │ │ │ │ ├── Images_5_11.png │ │ │ │ │ ├── Images_5_12.png │ │ │ │ │ ├── Images_5_13.png │ │ │ │ │ ├── Images_5_14.png │ │ │ │ │ ├── Images_5_15.png │ │ │ │ │ ├── Images_5_2.png │ │ │ │ │ ├── Images_5_3.png │ │ │ │ │ ├── Images_5_4.png │ │ │ │ │ ├── Images_5_5.png │ │ │ │ │ ├── Images_5_6.png │ │ │ │ │ ├── Images_5_7.png │ │ │ │ │ ├── Images_5_8.png │ │ │ │ │ ├── Images_5_9.png │ │ │ │ │ ├── Images_8_0.png │ │ │ │ │ ├── Images_8_1.png │ │ │ │ │ ├── Images_8_10.png │ │ │ │ │ ├── Images_8_11.png │ │ │ │ │ ├── Images_8_12.png │ │ │ │ │ ├── Images_8_13.png │ │ │ │ │ ├── Images_8_14.png │ │ │ │ │ ├── Images_8_15.png │ │ │ │ │ ├── Images_8_2.png │ │ │ │ │ ├── Images_8_3.png │ │ │ │ │ ├── Images_8_4.png │ │ │ │ │ ├── Images_8_5.png │ │ │ │ │ ├── Images_8_6.png │ │ │ │ │ ├── Images_8_7.png │ │ │ │ │ ├── Images_8_8.png │ │ │ │ │ └── Images_8_9.png │ │ │ │ ├── Labels_0_0.jpg │ │ │ │ ├── Labels_0_1.jpg │ │ │ │ ├── Mosaics_0_0.jpg │ │ │ │ ├── Mosaics_0_1.jpg │ │ │ │ ├── Mosaics_0_2.jpg │ │ │ │ ├── Results_30_0.png │ │ │ │ ├── Results_30_1.png │ │ │ │ ├── Results_30_2.png │ │ │ │ ├── Results_30_3.png │ │ │ │ ├── Results_30_4.png │ │ │ │ ├── Results_30_5.png │ │ │ │ ├── Validation_29_0.jpg │ │ │ │ ├── Validation_29_1.jpg │ │ │ │ ├── Validation_29_2.jpg │ │ │ │ ├── Validation_29_3.jpg │ │ │ │ ├── Validation_29_4.jpg │ │ │ │ └── Validation_29_5.jpg │ │ │ └── metadata │ │ │ │ └── boxes2D │ │ │ │ └── Bounding Box Debugger │ │ │ │ ├── Images_11_00.boxes2D.json │ │ │ │ ├── Images_11_10.boxes2D.json │ │ │ │ ├── Images_11_100.boxes2D.json │ │ │ │ ├── Images_11_110.boxes2D.json │ │ │ │ ├── Images_11_120.boxes2D.json │ │ │ │ ├── Images_11_130.boxes2D.json │ │ │ │ ├── Images_11_140.boxes2D.json │ │ │ │ ├── Images_11_150.boxes2D.json │ │ │ │ ├── Images_11_20.boxes2D.json │ │ │ │ ├── Images_11_30.boxes2D.json │ │ │ │ ├── Images_11_40.boxes2D.json │ │ │ │ ├── Images_11_50.boxes2D.json │ │ │ │ ├── Images_11_60.boxes2D.json │ │ │ │ ├── Images_11_70.boxes2D.json │ │ │ │ ├── Images_11_80.boxes2D.json │ │ │ │ ├── Images_11_90.boxes2D.json │ │ │ │ ├── Images_14_00.boxes2D.json │ │ │ │ ├── Images_14_10.boxes2D.json │ │ │ │ ├── Images_14_100.boxes2D.json │ │ │ │ ├── Images_14_110.boxes2D.json │ │ │ │ ├── Images_14_120.boxes2D.json │ │ │ │ ├── Images_14_130.boxes2D.json │ │ │ │ ├── Images_14_140.boxes2D.json │ │ │ │ ├── Images_14_150.boxes2D.json │ │ │ │ ├── Images_14_20.boxes2D.json │ │ │ │ ├── Images_14_30.boxes2D.json │ │ │ │ ├── Images_14_40.boxes2D.json │ │ │ │ ├── Images_14_50.boxes2D.json │ │ │ │ ├── Images_14_60.boxes2D.json │ │ │ │ ├── Images_14_70.boxes2D.json │ │ │ │ ├── Images_14_80.boxes2D.json │ │ │ │ ├── Images_14_90.boxes2D.json │ │ │ │ ├── Images_17_00.boxes2D.json │ │ │ │ ├── Images_17_10.boxes2D.json │ │ │ │ ├── Images_17_100.boxes2D.json │ │ │ │ ├── Images_17_110.boxes2D.json │ │ │ │ ├── Images_17_120.boxes2D.json │ │ │ │ ├── Images_17_130.boxes2D.json │ │ │ │ ├── Images_17_140.boxes2D.json │ │ │ │ ├── Images_17_150.boxes2D.json │ │ │ │ ├── Images_17_20.boxes2D.json │ │ │ │ ├── Images_17_30.boxes2D.json │ │ │ │ ├── Images_17_40.boxes2D.json │ │ │ │ ├── Images_17_50.boxes2D.json │ │ │ │ ├── Images_17_60.boxes2D.json │ │ │ │ ├── Images_17_70.boxes2D.json │ │ │ │ ├── Images_17_80.boxes2D.json │ │ │ │ ├── Images_17_90.boxes2D.json │ │ │ │ ├── Images_20_00.boxes2D.json │ │ │ │ ├── Images_20_10.boxes2D.json │ │ │ │ ├── Images_20_100.boxes2D.json │ │ │ │ ├── Images_20_110.boxes2D.json │ │ │ │ ├── Images_20_120.boxes2D.json │ │ │ │ ├── Images_20_130.boxes2D.json │ │ │ │ ├── Images_20_140.boxes2D.json │ │ │ │ ├── Images_20_150.boxes2D.json │ │ │ │ ├── Images_20_20.boxes2D.json │ │ │ │ ├── Images_20_30.boxes2D.json │ │ │ │ ├── Images_20_40.boxes2D.json │ │ │ │ ├── Images_20_50.boxes2D.json │ │ │ │ ├── Images_20_60.boxes2D.json │ │ │ │ ├── Images_20_70.boxes2D.json │ │ │ │ ├── Images_20_80.boxes2D.json │ │ │ │ ├── Images_20_90.boxes2D.json │ │ │ │ ├── Images_23_00.boxes2D.json │ │ │ │ ├── Images_23_10.boxes2D.json │ │ │ │ ├── Images_23_100.boxes2D.json │ │ │ │ ├── Images_23_110.boxes2D.json │ │ │ │ ├── Images_23_120.boxes2D.json │ │ │ │ ├── Images_23_130.boxes2D.json │ │ │ │ ├── Images_23_140.boxes2D.json │ │ │ │ ├── Images_23_150.boxes2D.json │ │ │ │ ├── Images_23_20.boxes2D.json │ │ │ │ ├── Images_23_30.boxes2D.json │ │ │ │ ├── Images_23_40.boxes2D.json │ │ │ │ ├── Images_23_50.boxes2D.json │ │ │ │ ├── Images_23_60.boxes2D.json │ │ │ │ ├── Images_23_70.boxes2D.json │ │ │ │ ├── Images_23_80.boxes2D.json │ │ │ │ ├── Images_23_90.boxes2D.json │ │ │ │ ├── Images_26_00.boxes2D.json │ │ │ │ ├── Images_26_10.boxes2D.json │ │ │ │ ├── Images_26_100.boxes2D.json │ │ │ │ ├── Images_26_110.boxes2D.json │ │ │ │ ├── Images_26_120.boxes2D.json │ │ │ │ ├── Images_26_130.boxes2D.json │ │ │ │ ├── Images_26_140.boxes2D.json │ │ │ │ ├── Images_26_150.boxes2D.json │ │ │ │ ├── Images_26_20.boxes2D.json │ │ │ │ ├── Images_26_30.boxes2D.json │ │ │ │ ├── Images_26_40.boxes2D.json │ │ │ │ ├── Images_26_50.boxes2D.json │ │ │ │ ├── Images_26_60.boxes2D.json │ │ │ │ ├── Images_26_70.boxes2D.json │ │ │ │ ├── Images_26_80.boxes2D.json │ │ │ │ ├── Images_26_90.boxes2D.json │ │ │ │ ├── Images_29_00.boxes2D.json │ │ │ │ ├── Images_29_10.boxes2D.json │ │ │ │ ├── Images_29_100.boxes2D.json │ │ │ │ ├── Images_29_110.boxes2D.json │ │ │ │ ├── Images_29_120.boxes2D.json │ │ │ │ ├── Images_29_130.boxes2D.json │ │ │ │ ├── Images_29_140.boxes2D.json │ │ │ │ ├── Images_29_150.boxes2D.json │ │ │ │ ├── Images_29_20.boxes2D.json │ │ │ │ ├── Images_29_30.boxes2D.json │ │ │ │ ├── Images_29_40.boxes2D.json │ │ │ │ ├── Images_29_50.boxes2D.json │ │ │ │ ├── Images_29_60.boxes2D.json │ │ │ │ ├── Images_29_70.boxes2D.json │ │ │ │ ├── Images_29_80.boxes2D.json │ │ │ │ ├── Images_29_90.boxes2D.json │ │ │ │ ├── Images_2_00.boxes2D.json │ │ │ │ ├── Images_2_10.boxes2D.json │ │ │ │ ├── Images_2_100.boxes2D.json │ │ │ │ ├── Images_2_110.boxes2D.json │ │ │ │ ├── Images_2_120.boxes2D.json │ │ │ │ ├── Images_2_130.boxes2D.json │ │ │ │ ├── Images_2_140.boxes2D.json │ │ │ │ ├── Images_2_150.boxes2D.json │ │ │ │ ├── Images_2_20.boxes2D.json │ │ │ │ ├── Images_2_30.boxes2D.json │ │ │ │ ├── Images_2_40.boxes2D.json │ │ │ │ ├── Images_2_50.boxes2D.json │ │ │ │ ├── Images_2_60.boxes2D.json │ │ │ │ ├── Images_2_70.boxes2D.json │ │ │ │ ├── Images_2_80.boxes2D.json │ │ │ │ ├── Images_2_90.boxes2D.json │ │ │ │ ├── Images_5_00.boxes2D.json │ │ │ │ ├── Images_5_10.boxes2D.json │ │ │ │ ├── Images_5_100.boxes2D.json │ │ │ │ ├── Images_5_110.boxes2D.json │ │ │ │ ├── Images_5_120.boxes2D.json │ │ │ │ ├── Images_5_130.boxes2D.json │ │ │ │ ├── Images_5_140.boxes2D.json │ │ │ │ ├── Images_5_150.boxes2D.json │ │ │ │ ├── Images_5_20.boxes2D.json │ │ │ │ ├── Images_5_30.boxes2D.json │ │ │ │ ├── Images_5_40.boxes2D.json │ │ │ │ ├── Images_5_50.boxes2D.json │ │ │ │ ├── Images_5_60.boxes2D.json │ │ │ │ ├── Images_5_70.boxes2D.json │ │ │ │ ├── Images_5_80.boxes2D.json │ │ │ │ ├── Images_5_90.boxes2D.json │ │ │ │ ├── Images_8_00.boxes2D.json │ │ │ │ ├── Images_8_10.boxes2D.json │ │ │ │ ├── Images_8_100.boxes2D.json │ │ │ │ ├── Images_8_110.boxes2D.json │ │ │ │ ├── Images_8_120.boxes2D.json │ │ │ │ ├── Images_8_130.boxes2D.json │ │ │ │ ├── Images_8_140.boxes2D.json │ │ │ │ ├── Images_8_150.boxes2D.json │ │ │ │ ├── Images_8_20.boxes2D.json │ │ │ │ ├── Images_8_30.boxes2D.json │ │ │ │ ├── Images_8_40.boxes2D.json │ │ │ │ ├── Images_8_50.boxes2D.json │ │ │ │ ├── Images_8_60.boxes2D.json │ │ │ │ ├── Images_8_70.boxes2D.json │ │ │ │ ├── Images_8_80.boxes2D.json │ │ │ │ └── Images_8_90.boxes2D.json │ │ ├── output.log │ │ ├── requirements.txt │ │ ├── wandb-metadata.json │ │ └── wandb-summary.json │ ├── logs │ │ ├── debug-internal.log │ │ └── debug.log │ └── run-2pxft5s3.wandb ├── run-20210831_085736-scmfiz90 │ ├── files │ │ ├── config.yaml │ │ ├── output.log │ │ ├── requirements.txt │ │ ├── wandb-metadata.json │ │ └── wandb-summary.json │ ├── logs │ │ ├── debug-internal.log │ │ └── debug.log │ └── run-scmfiz90.wandb ├── run-20210831_093522-1xxpkdu3 │ ├── files │ │ ├── config.yaml │ │ ├── output.log │ │ ├── requirements.txt │ │ ├── wandb-metadata.json │ │ └── wandb-summary.json │ ├── logs │ │ └── debug.log │ └── run-1xxpkdu3.wandb ├── run-20210831_093547-3n888zrt │ ├── files │ │ ├── config.yaml │ │ ├── media │ │ │ ├── images │ │ │ │ ├── Bounding Box Debugger │ │ │ │ │ ├── Images_11_0.png │ │ │ │ │ ├── Images_11_1.png │ │ │ │ │ ├── Images_11_10.png │ │ │ │ │ ├── Images_11_11.png │ │ │ │ │ ├── Images_11_12.png │ │ │ │ │ ├── Images_11_13.png │ │ │ │ │ ├── Images_11_14.png │ │ │ │ │ ├── Images_11_15.png │ │ │ │ │ ├── Images_11_2.png │ │ │ │ │ ├── Images_11_3.png │ │ │ │ │ ├── Images_11_4.png │ │ │ │ │ ├── Images_11_5.png │ │ │ │ │ ├── Images_11_6.png │ │ │ │ │ ├── Images_11_7.png │ │ │ │ │ ├── Images_11_8.png │ │ │ │ │ ├── Images_11_9.png │ │ │ │ │ ├── Images_14_0.png │ │ │ │ │ ├── Images_14_1.png │ │ │ │ │ ├── Images_14_10.png │ │ │ │ │ ├── Images_14_11.png │ │ │ │ │ ├── Images_14_12.png │ │ │ │ │ ├── Images_14_13.png │ │ │ │ │ ├── Images_14_14.png │ │ │ │ │ ├── Images_14_15.png │ │ │ │ │ ├── Images_14_2.png │ │ │ │ │ ├── Images_14_3.png │ │ │ │ │ ├── Images_14_4.png │ │ │ │ │ ├── Images_14_5.png │ │ │ │ │ ├── Images_14_6.png │ │ │ │ │ ├── Images_14_7.png │ │ │ │ │ ├── Images_14_8.png │ │ │ │ │ ├── Images_14_9.png │ │ │ │ │ ├── Images_17_0.png │ │ │ │ │ ├── Images_17_1.png │ │ │ │ │ ├── Images_17_10.png │ │ │ │ │ ├── Images_17_11.png │ │ │ │ │ ├── Images_17_12.png │ │ │ │ │ ├── Images_17_13.png │ │ │ │ │ ├── Images_17_14.png │ │ │ │ │ ├── Images_17_15.png │ │ │ │ │ ├── Images_17_2.png │ │ │ │ │ ├── Images_17_3.png │ │ │ │ │ ├── Images_17_4.png │ │ │ │ │ ├── Images_17_5.png │ │ │ │ │ ├── Images_17_6.png │ │ │ │ │ ├── Images_17_7.png │ │ │ │ │ ├── Images_17_8.png │ │ │ │ │ ├── Images_17_9.png │ │ │ │ │ ├── Images_20_0.png │ │ │ │ │ ├── Images_20_1.png │ │ │ │ │ ├── Images_20_10.png │ │ │ │ │ ├── Images_20_11.png │ │ │ │ │ ├── Images_20_12.png │ │ │ │ │ ├── Images_20_13.png │ │ │ │ │ ├── Images_20_14.png │ │ │ │ │ ├── Images_20_15.png │ │ │ │ │ ├── Images_20_2.png │ │ │ │ │ ├── Images_20_3.png │ │ │ │ │ ├── Images_20_4.png │ │ │ │ │ ├── Images_20_5.png │ │ │ │ │ ├── Images_20_6.png │ │ │ │ │ ├── Images_20_7.png │ │ │ │ │ ├── Images_20_8.png │ │ │ │ │ ├── Images_20_9.png │ │ │ │ │ ├── Images_23_0.png │ │ │ │ │ ├── Images_23_1.png │ │ │ │ │ ├── Images_23_10.png │ │ │ │ │ ├── Images_23_11.png │ │ │ │ │ ├── Images_23_12.png │ │ │ │ │ ├── Images_23_13.png │ │ │ │ │ ├── Images_23_14.png │ │ │ │ │ ├── Images_23_15.png │ │ │ │ │ ├── Images_23_2.png │ │ │ │ │ ├── Images_23_3.png │ │ │ │ │ ├── Images_23_4.png │ │ │ │ │ ├── Images_23_5.png │ │ │ │ │ ├── Images_23_6.png │ │ │ │ │ ├── Images_23_7.png │ │ │ │ │ ├── Images_23_8.png │ │ │ │ │ ├── Images_23_9.png │ │ │ │ │ ├── Images_26_0.png │ │ │ │ │ ├── Images_26_1.png │ │ │ │ │ ├── Images_26_10.png │ │ │ │ │ ├── Images_26_11.png │ │ │ │ │ ├── Images_26_12.png │ │ │ │ │ ├── Images_26_13.png │ │ │ │ │ ├── Images_26_14.png │ │ │ │ │ ├── Images_26_15.png │ │ │ │ │ ├── Images_26_2.png │ │ │ │ │ ├── Images_26_3.png │ │ │ │ │ ├── Images_26_4.png │ │ │ │ │ ├── Images_26_5.png │ │ │ │ │ ├── Images_26_6.png │ │ │ │ │ ├── Images_26_7.png │ │ │ │ │ ├── Images_26_8.png │ │ │ │ │ ├── Images_26_9.png │ │ │ │ │ ├── Images_29_0.png │ │ │ │ │ ├── Images_29_1.png │ │ │ │ │ ├── Images_29_10.png │ │ │ │ │ ├── Images_29_11.png │ │ │ │ │ ├── Images_29_12.png │ │ │ │ │ ├── Images_29_13.png │ │ │ │ │ ├── Images_29_14.png │ │ │ │ │ ├── Images_29_15.png │ │ │ │ │ ├── Images_29_2.png │ │ │ │ │ ├── Images_29_3.png │ │ │ │ │ ├── Images_29_4.png │ │ │ │ │ ├── Images_29_5.png │ │ │ │ │ ├── Images_29_6.png │ │ │ │ │ ├── Images_29_7.png │ │ │ │ │ ├── Images_29_8.png │ │ │ │ │ ├── Images_29_9.png │ │ │ │ │ ├── Images_2_0.png │ │ │ │ │ ├── Images_2_1.png │ │ │ │ │ ├── Images_2_10.png │ │ │ │ │ ├── Images_2_11.png │ │ │ │ │ ├── Images_2_12.png │ │ │ │ │ ├── Images_2_13.png │ │ │ │ │ ├── Images_2_14.png │ │ │ │ │ ├── Images_2_15.png │ │ │ │ │ ├── Images_2_2.png │ │ │ │ │ ├── Images_2_3.png │ │ │ │ │ ├── Images_2_4.png │ │ │ │ │ ├── Images_2_5.png │ │ │ │ │ ├── Images_2_6.png │ │ │ │ │ ├── Images_2_7.png │ │ │ │ │ ├── Images_2_8.png │ │ │ │ │ ├── Images_2_9.png │ │ │ │ │ ├── Images_5_0.png │ │ │ │ │ ├── Images_5_1.png │ │ │ │ │ ├── Images_5_10.png │ │ │ │ │ ├── Images_5_11.png │ │ │ │ │ ├── Images_5_12.png │ │ │ │ │ ├── Images_5_13.png │ │ │ │ │ ├── Images_5_14.png │ │ │ │ │ ├── Images_5_15.png │ │ │ │ │ ├── Images_5_2.png │ │ │ │ │ ├── Images_5_3.png │ │ │ │ │ ├── Images_5_4.png │ │ │ │ │ ├── Images_5_5.png │ │ │ │ │ ├── Images_5_6.png │ │ │ │ │ ├── Images_5_7.png │ │ │ │ │ ├── Images_5_8.png │ │ │ │ │ ├── Images_5_9.png │ │ │ │ │ ├── Images_8_0.png │ │ │ │ │ ├── Images_8_1.png │ │ │ │ │ ├── Images_8_10.png │ │ │ │ │ ├── Images_8_11.png │ │ │ │ │ ├── Images_8_12.png │ │ │ │ │ ├── Images_8_13.png │ │ │ │ │ ├── Images_8_14.png │ │ │ │ │ ├── Images_8_15.png │ │ │ │ │ ├── Images_8_2.png │ │ │ │ │ ├── Images_8_3.png │ │ │ │ │ ├── Images_8_4.png │ │ │ │ │ ├── Images_8_5.png │ │ │ │ │ ├── Images_8_6.png │ │ │ │ │ ├── Images_8_7.png │ │ │ │ │ ├── Images_8_8.png │ │ │ │ │ └── Images_8_9.png │ │ │ │ ├── Labels_0_0.jpg │ │ │ │ ├── Labels_0_1.jpg │ │ │ │ ├── Mosaics_0_0.jpg │ │ │ │ ├── Mosaics_0_1.jpg │ │ │ │ ├── Mosaics_0_2.jpg │ │ │ │ ├── Results_30_0.png │ │ │ │ ├── Results_30_1.png │ │ │ │ ├── Results_30_2.png │ │ │ │ ├── Results_30_3.png │ │ │ │ ├── Results_30_4.png │ │ │ │ ├── Results_30_5.png │ │ │ │ ├── Validation_29_0.jpg │ │ │ │ ├── Validation_29_1.jpg │ │ │ │ ├── Validation_29_2.jpg │ │ │ │ ├── Validation_29_3.jpg │ │ │ │ ├── Validation_29_4.jpg │ │ │ │ └── Validation_29_5.jpg │ │ │ └── metadata │ │ │ │ └── boxes2D │ │ │ │ └── Bounding Box Debugger │ │ │ │ ├── Images_11_00.boxes2D.json │ │ │ │ ├── Images_11_10.boxes2D.json │ │ │ │ ├── Images_11_100.boxes2D.json │ │ │ │ ├── Images_11_110.boxes2D.json │ │ │ │ ├── Images_11_120.boxes2D.json │ │ │ │ ├── Images_11_130.boxes2D.json │ │ │ │ ├── Images_11_140.boxes2D.json │ │ │ │ ├── Images_11_150.boxes2D.json │ │ │ │ ├── Images_11_20.boxes2D.json │ │ │ │ ├── Images_11_30.boxes2D.json │ │ │ │ ├── Images_11_40.boxes2D.json │ │ │ │ ├── Images_11_50.boxes2D.json │ │ │ │ ├── Images_11_60.boxes2D.json │ │ │ │ ├── Images_11_70.boxes2D.json │ │ │ │ ├── Images_11_80.boxes2D.json │ │ │ │ ├── Images_11_90.boxes2D.json │ │ │ │ ├── Images_14_00.boxes2D.json │ │ │ │ ├── Images_14_10.boxes2D.json │ │ │ │ ├── Images_14_100.boxes2D.json │ │ │ │ ├── Images_14_110.boxes2D.json │ │ │ │ ├── Images_14_120.boxes2D.json │ │ │ │ ├── Images_14_130.boxes2D.json │ │ │ │ ├── Images_14_140.boxes2D.json │ │ │ │ ├── Images_14_150.boxes2D.json │ │ │ │ ├── Images_14_20.boxes2D.json │ │ │ │ ├── Images_14_30.boxes2D.json │ │ │ │ ├── Images_14_40.boxes2D.json │ │ │ │ ├── Images_14_50.boxes2D.json │ │ │ │ ├── Images_14_60.boxes2D.json │ │ │ │ ├── Images_14_70.boxes2D.json │ │ │ │ ├── Images_14_80.boxes2D.json │ │ │ │ ├── Images_14_90.boxes2D.json │ │ │ │ ├── Images_17_00.boxes2D.json │ │ │ │ ├── Images_17_10.boxes2D.json │ │ │ │ ├── Images_17_100.boxes2D.json │ │ │ │ ├── Images_17_110.boxes2D.json │ │ │ │ ├── Images_17_120.boxes2D.json │ │ │ │ ├── Images_17_130.boxes2D.json │ │ │ │ ├── Images_17_140.boxes2D.json │ │ │ │ ├── Images_17_150.boxes2D.json │ │ │ │ ├── Images_17_20.boxes2D.json │ │ │ │ ├── Images_17_30.boxes2D.json │ │ │ │ ├── Images_17_40.boxes2D.json │ │ │ │ ├── Images_17_50.boxes2D.json │ │ │ │ ├── Images_17_60.boxes2D.json │ │ │ │ ├── Images_17_70.boxes2D.json │ │ │ │ ├── Images_17_80.boxes2D.json │ │ │ │ ├── Images_17_90.boxes2D.json │ │ │ │ ├── Images_20_00.boxes2D.json │ │ │ │ ├── Images_20_10.boxes2D.json │ │ │ │ ├── Images_20_100.boxes2D.json │ │ │ │ ├── Images_20_110.boxes2D.json │ │ │ │ ├── Images_20_120.boxes2D.json │ │ │ │ ├── Images_20_130.boxes2D.json │ │ │ │ ├── Images_20_140.boxes2D.json │ │ │ │ ├── Images_20_150.boxes2D.json │ │ │ │ ├── Images_20_20.boxes2D.json │ │ │ │ ├── Images_20_30.boxes2D.json │ │ │ │ ├── Images_20_40.boxes2D.json │ │ │ │ ├── Images_20_50.boxes2D.json │ │ │ │ ├── Images_20_60.boxes2D.json │ │ │ │ ├── Images_20_70.boxes2D.json │ │ │ │ ├── Images_20_80.boxes2D.json │ │ │ │ ├── Images_20_90.boxes2D.json │ │ │ │ ├── Images_23_00.boxes2D.json │ │ │ │ ├── Images_23_10.boxes2D.json │ │ │ │ ├── Images_23_100.boxes2D.json │ │ │ │ ├── Images_23_110.boxes2D.json │ │ │ │ ├── Images_23_120.boxes2D.json │ │ │ │ ├── Images_23_130.boxes2D.json │ │ │ │ ├── Images_23_140.boxes2D.json │ │ │ │ ├── Images_23_150.boxes2D.json │ │ │ │ ├── Images_23_20.boxes2D.json │ │ │ │ ├── Images_23_30.boxes2D.json │ │ │ │ ├── Images_23_40.boxes2D.json │ │ │ │ ├── Images_23_50.boxes2D.json │ │ │ │ ├── Images_23_60.boxes2D.json │ │ │ │ ├── Images_23_70.boxes2D.json │ │ │ │ ├── Images_23_80.boxes2D.json │ │ │ │ ├── Images_23_90.boxes2D.json │ │ │ │ ├── Images_26_00.boxes2D.json │ │ │ │ ├── Images_26_10.boxes2D.json │ │ │ │ ├── Images_26_100.boxes2D.json │ │ │ │ ├── Images_26_110.boxes2D.json │ │ │ │ ├── Images_26_120.boxes2D.json │ │ │ │ ├── Images_26_130.boxes2D.json │ │ │ │ ├── Images_26_140.boxes2D.json │ │ │ │ ├── Images_26_150.boxes2D.json │ │ │ │ ├── Images_26_20.boxes2D.json │ │ │ │ ├── Images_26_30.boxes2D.json │ │ │ │ ├── Images_26_40.boxes2D.json │ │ │ │ ├── Images_26_50.boxes2D.json │ │ │ │ ├── Images_26_60.boxes2D.json │ │ │ │ ├── Images_26_70.boxes2D.json │ │ │ │ ├── Images_26_80.boxes2D.json │ │ │ │ ├── Images_26_90.boxes2D.json │ │ │ │ ├── Images_29_00.boxes2D.json │ │ │ │ ├── Images_29_10.boxes2D.json │ │ │ │ ├── Images_29_100.boxes2D.json │ │ │ │ ├── Images_29_110.boxes2D.json │ │ │ │ ├── Images_29_120.boxes2D.json │ │ │ │ ├── Images_29_130.boxes2D.json │ │ │ │ ├── Images_29_140.boxes2D.json │ │ │ │ ├── Images_29_150.boxes2D.json │ │ │ │ ├── Images_29_20.boxes2D.json │ │ │ │ ├── Images_29_30.boxes2D.json │ │ │ │ ├── Images_29_40.boxes2D.json │ │ │ │ ├── Images_29_50.boxes2D.json │ │ │ │ ├── Images_29_60.boxes2D.json │ │ │ │ ├── Images_29_70.boxes2D.json │ │ │ │ ├── Images_29_80.boxes2D.json │ │ │ │ ├── Images_29_90.boxes2D.json │ │ │ │ ├── Images_2_00.boxes2D.json │ │ │ │ ├── Images_2_10.boxes2D.json │ │ │ │ ├── Images_2_100.boxes2D.json │ │ │ │ ├── Images_2_110.boxes2D.json │ │ │ │ ├── Images_2_120.boxes2D.json │ │ │ │ ├── Images_2_130.boxes2D.json │ │ │ │ ├── Images_2_140.boxes2D.json │ │ │ │ ├── Images_2_150.boxes2D.json │ │ │ │ ├── Images_2_20.boxes2D.json │ │ │ │ ├── Images_2_30.boxes2D.json │ │ │ │ ├── Images_2_40.boxes2D.json │ │ │ │ ├── Images_2_50.boxes2D.json │ │ │ │ ├── Images_2_60.boxes2D.json │ │ │ │ ├── Images_2_70.boxes2D.json │ │ │ │ ├── Images_2_80.boxes2D.json │ │ │ │ ├── Images_2_90.boxes2D.json │ │ │ │ ├── Images_5_00.boxes2D.json │ │ │ │ ├── Images_5_10.boxes2D.json │ │ │ │ ├── Images_5_100.boxes2D.json │ │ │ │ ├── Images_5_110.boxes2D.json │ │ │ │ ├── Images_5_120.boxes2D.json │ │ │ │ ├── Images_5_130.boxes2D.json │ │ │ │ ├── Images_5_140.boxes2D.json │ │ │ │ ├── Images_5_150.boxes2D.json │ │ │ │ ├── Images_5_20.boxes2D.json │ │ │ │ ├── Images_5_30.boxes2D.json │ │ │ │ ├── Images_5_40.boxes2D.json │ │ │ │ ├── Images_5_50.boxes2D.json │ │ │ │ ├── Images_5_60.boxes2D.json │ │ │ │ ├── Images_5_70.boxes2D.json │ │ │ │ ├── Images_5_80.boxes2D.json │ │ │ │ ├── Images_5_90.boxes2D.json │ │ │ │ ├── Images_8_00.boxes2D.json │ │ │ │ ├── Images_8_10.boxes2D.json │ │ │ │ ├── Images_8_100.boxes2D.json │ │ │ │ ├── Images_8_110.boxes2D.json │ │ │ │ ├── Images_8_120.boxes2D.json │ │ │ │ ├── Images_8_130.boxes2D.json │ │ │ │ ├── Images_8_140.boxes2D.json │ │ │ │ ├── Images_8_150.boxes2D.json │ │ │ │ ├── Images_8_20.boxes2D.json │ │ │ │ ├── Images_8_30.boxes2D.json │ │ │ │ ├── Images_8_40.boxes2D.json │ │ │ │ ├── Images_8_50.boxes2D.json │ │ │ │ ├── Images_8_60.boxes2D.json │ │ │ │ ├── Images_8_70.boxes2D.json │ │ │ │ ├── Images_8_80.boxes2D.json │ │ │ │ └── Images_8_90.boxes2D.json │ │ ├── output.log │ │ ├── requirements.txt │ │ ├── wandb-metadata.json │ │ └── wandb-summary.json │ ├── logs │ │ ├── debug-internal.log │ │ └── debug.log │ └── run-3n888zrt.wandb ├── run-20210903_034248-2akadar5 │ ├── files │ │ ├── config.yaml │ │ ├── output.log │ │ ├── requirements.txt │ │ ├── wandb-metadata.json │ │ └── wandb-summary.json │ ├── logs │ │ ├── debug-internal.log │ │ └── debug.log │ └── run-2akadar5.wandb ├── run-20210903_040825-e41cha10 │ ├── files │ │ ├── config.yaml │ │ ├── output.log │ │ ├── requirements.txt │ │ ├── wandb-metadata.json │ │ └── wandb-summary.json │ ├── logs │ │ ├── debug-internal.log │ │ └── debug.log │ └── run-e41cha10.wandb ├── run-20210903_111721-2q5vmypr │ ├── files │ │ ├── config.yaml │ │ ├── output.log │ │ ├── requirements.txt │ │ ├── wandb-metadata.json │ │ └── wandb-summary.json │ ├── logs │ │ ├── debug-internal.log │ │ └── debug.log │ └── run-2q5vmypr.wandb └── run-20210903_111905-39mz67qn │ ├── files │ ├── config.yaml │ ├── output.log │ ├── requirements.txt │ ├── wandb-metadata.json │ └── wandb-summary.json │ ├── logs │ ├── debug-internal.log │ └── debug.log │ └── run-39mz67qn.wandb ├── yolo object detection.ipynb └── yolov5s.pt /.gitmodules: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NahidEbrahimian/Cars-Detection-using-Yolov5/HEAD/.gitmodules -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NahidEbrahimian/Cars-Detection-using-Yolov5/HEAD/CONTRIBUTING.md -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- 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