Upload 4 files
Browse files- .gitattributes +1 -0
- Blood.png +3 -0
- args.yaml +106 -0
- best.onnx +3 -0
- results.csv +31 -0
.gitattributes
CHANGED
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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Blood.png filter=lfs diff=lfs merge=lfs -text
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Blood.png
ADDED
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Git LFS Details
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args.yaml
ADDED
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@@ -0,0 +1,106 @@
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task: detect
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mode: train
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model: yolo11n.pt
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data: Data/BloodCell/data.yaml
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epochs: 30
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time: null
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patience: 100
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batch: 32
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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: 0,1
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workers: 8
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project: runs/train
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name: BloodCell_freeze_10
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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: false
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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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multi_scale: false
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compile: false
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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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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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vid_stride: 1
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stream_buffer: false
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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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embed: null
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show: false
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save_frames: 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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show_boxes: true
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line_width: null
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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: true
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opset: null
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workspace: null
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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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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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degrees: 0.0
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translate: 0.1
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scale: 0.5
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shear: 0.0
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perspective: 0.0
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flipud: 0.0
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fliplr: 0.5
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bgr: 0.0
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mosaic: 1.0
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mixup: 0.0
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cutmix: 0.0
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copy_paste: 0.0
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copy_paste_mode: flip
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auto_augment: randaugment
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erasing: 0.4
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cfg: null
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tracker: botsort.yaml
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save_dir: /home/student01/runs/train/BloodCell_freeze_10
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best.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:db0ad53ffde42a343c322e88ed41f58c4240e5bde98035cb33e62c5f33305065
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size 10609293
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results.csv
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epoch,time,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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1,21.5937,0.96642,2.55375,1.21582,0.53497,0.65826,0.62082,0.51749,0.64245,1.04868,1.1193,0.000299876,0.000299876,0.000299876
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2,28.5195,0.66733,0.75076,1.10519,0.75763,0.81928,0.84266,0.7255,0.48735,0.57543,0.99643,0.000582981,0.000582981,0.000582981
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3,35.034,0.58943,0.58498,1.03511,0.86025,0.83785,0.90337,0.79,0.46056,0.45559,0.96854,0.000846088,0.000846088,0.000846088
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4,41.5586,0.56507,0.52849,1.00607,0.86839,0.84868,0.90722,0.79842,0.4788,0.42846,0.95302,0.000819009,0.000819009,0.000819009
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