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rickysambora55
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human-count-yolov8

Object Detection
TensorBoard
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rickysambora55 commited on
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1 Parent(s): c8a74cd

dataset update

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Files changed (39) hide show
  1. train v6 yolov8n/train2/args.yaml +98 -0
  2. train v6 yolov8n/train2/events.out.tfevents.1716370543.4c8e5682434b.5094.0 +3 -0
  3. train v6 yolov8n/train2/labels.jpg +0 -0
  4. train v6 yolov8n/train2/labels_correlogram.jpg +0 -0
  5. train v6 yolov8n/train2/results.csv +31 -0
  6. train v6 yolov8n/train2/train_batch0.jpg +0 -0
  7. train v6 yolov8n/train2/train_batch1.jpg +0 -0
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  10. train v6 yolov8n/train2/train_batch1762.jpg +0 -0
  11. train v6 yolov8n/train2/train_batch2.jpg +0 -0
  12. train v6 yolov8n/train2/weights/best.pt +3 -0
  13. train v6 yolov8n/train2/weights/last.pt +3 -0
  14. train v6 yolov8n/val-test/F1_curve.png +0 -0
  15. train v6 yolov8n/val-test/PR_curve.png +0 -0
  16. train v6 yolov8n/val-test/P_curve.png +0 -0
  17. train v6 yolov8n/val-test/R_curve.png +0 -0
  18. train v6 yolov8n/val-test/confusion_matrix.png +0 -0
  19. train v6 yolov8n/val-test/confusion_matrix_normalized.png +0 -0
  20. train v6 yolov8n/val-test/predictions.json +3 -0
  21. train v6 yolov8n/val-test/val_batch0_labels.jpg +0 -0
  22. train v6 yolov8n/val-test/val_batch0_pred.jpg +0 -0
  23. train v6 yolov8n/val-test/val_batch1_labels.jpg +0 -0
  24. train v6 yolov8n/val-test/val_batch1_pred.jpg +0 -0
  25. train v6 yolov8n/val-test/val_batch2_labels.jpg +0 -0
  26. train v6 yolov8n/val-test/val_batch2_pred.jpg +0 -0
  27. train v6 yolov8n/val-valid/F1_curve.png +0 -0
  28. train v6 yolov8n/val-valid/PR_curve.png +0 -0
  29. train v6 yolov8n/val-valid/P_curve.png +0 -0
  30. train v6 yolov8n/val-valid/R_curve.png +0 -0
  31. train v6 yolov8n/val-valid/confusion_matrix.png +0 -0
  32. train v6 yolov8n/val-valid/confusion_matrix_normalized.png +0 -0
  33. train v6 yolov8n/val-valid/predictions.json +3 -0
  34. train v6 yolov8n/val-valid/val_batch0_labels.jpg +0 -0
  35. train v6 yolov8n/val-valid/val_batch0_pred.jpg +0 -0
  36. train v6 yolov8n/val-valid/val_batch1_labels.jpg +0 -0
  37. train v6 yolov8n/val-valid/val_batch1_pred.jpg +0 -0
  38. train v6 yolov8n/val-valid/val_batch2_labels.jpg +0 -0
  39. train v6 yolov8n/val-valid/val_batch2_pred.jpg +0 -0
train v6 yolov8n/train2/args.yaml ADDED
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+ task: detect
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+ mode: train
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+ model: yolov8n.pt
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+ data: /content/datasets/crowdhuman//data.yaml
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+ epochs: 30
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+ patience: 50
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+ batch: 128
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+ imgsz: 640
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+ save: true
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+ save_period: -1
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+ cache: false
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+ device: null
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+ workers: 64
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+ project: null
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+ name: null
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+ exist_ok: false
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+ pretrained: true
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+ optimizer: auto
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+ verbose: true
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+ seed: 0
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+ deterministic: true
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+ single_cls: false
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+ rect: false
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+ cos_lr: true
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+ close_mosaic: 10
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+ resume: false
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+ amp: true
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+ fraction: 1.0
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+ profile: false
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+ freeze: 10
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+ overlap_mask: true
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+ mask_ratio: 4
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+ dropout: 0.0
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+ val: true
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+ split: val
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+ save_json: false
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+ save_hybrid: false
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+ conf: null
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+ iou: 0.7
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+ max_det: 300
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+ half: false
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+ dnn: false
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+ plots: true
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+ source: null
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+ show: false
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+ save_txt: false
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+ save_conf: false
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+ save_crop: false
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+ show_labels: true
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+ show_conf: true
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+ vid_stride: 1
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+ stream_buffer: false
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+ line_width: null
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+ visualize: false
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+ augment: false
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+ agnostic_nms: false
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+ classes: null
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+ retina_masks: false
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+ boxes: true
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+ format: torchscript
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+ keras: false
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+ optimize: false
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+ int8: false
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+ dynamic: false
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+ simplify: false
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+ opset: null
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+ workspace: 4
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+ nms: false
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+ lr0: 0.01
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+ lrf: 0.01
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+ momentum: 0.937
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+ weight_decay: 0.0005
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+ warmup_epochs: 3.0
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+ warmup_momentum: 0.8
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+ warmup_bias_lr: 0.1
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+ box: 7.5
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+ cls: 0.5
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+ dfl: 1.5
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+ pose: 12.0
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+ kobj: 1.0
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+ label_smoothing: 0.0
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+ nbs: 64
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+ hsv_h: 0.015
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+ hsv_s: 0.7
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+ hsv_v: 0.4
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+ fliplr: 0.5
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+ mosaic: 1.0
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+ mixup: 0.0
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+ copy_paste: 0.0
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+ cfg: null
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+ tracker: botsort.yaml
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+ save_dir: runs/detect/train2
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+ epoch, train/box_loss, train/cls_loss, train/dfl_loss, metrics/precision(B), metrics/recall(B), metrics/mAP50(B), metrics/mAP50-95(B), val/box_loss, val/cls_loss, val/dfl_loss, lr/pg0, lr/pg1, lr/pg2
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+ 5, 1.2789, 0.73734, 1.0054, 0.91837, 0.8337, 0.90972, 0.57751, 1.266, 0.69801, 1.0389, 0.0019515, 0.0019515, 0.0019515
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+ 15, 1.1773, 0.61419, 0.97731, 0.93651, 0.86971, 0.93381, 0.6198, 1.1978, 0.58453, 1.0199, 0.0012158, 0.0012158, 0.0012158
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+ 18, 1.1616, 0.59731, 0.9698, 0.94649, 0.86556, 0.93576, 0.62351, 1.1915, 0.57319, 1.0171, 0.00090652, 0.00090652, 0.00090652
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+ 19, 1.1481, 0.58506, 0.96506, 0.94438, 0.87188, 0.9389, 0.62776, 1.1886, 0.55792, 1.0155, 0.00080417, 0.00080417, 0.00080417
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+ 20, 1.1482, 0.58415, 0.96628, 0.95126, 0.87279, 0.94013, 0.62724, 1.1926, 0.55821, 1.0152, 0.00070407, 0.00070407, 0.00070407
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+ 22, 1.1098, 0.52876, 0.96616, 0.94687, 0.87461, 0.94032, 0.62894, 1.1806, 0.55456, 1.0075, 0.000515, 0.000515, 0.000515
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+ 23, 1.101, 0.52436, 0.96456, 0.95085, 0.87434, 0.94282, 0.6316, 1.1863, 0.54729, 1.0129, 0.00042809, 0.00042809, 0.00042809
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+ 27, 1.0811, 0.50383, 0.95501, 0.9438, 0.88604, 0.94433, 0.63725, 1.1762, 0.52841, 1.0084, 0.00015263, 0.00015263, 0.00015263
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+ 29, 1.0735, 0.49723, 0.95397, 0.95079, 0.88154, 0.94459, 0.63879, 1.1733, 0.52744, 1.0071, 6.8454e-05, 6.8454e-05, 6.8454e-05
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+ 30, 1.0701, 0.49437, 0.95227, 0.95196, 0.87962, 0.94434, 0.63773, 1.1742, 0.52675, 1.0074, 4.1634e-05, 4.1634e-05, 4.1634e-05
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