Publish model head_detect_v1.6_s, on 2024-10-04 17:59:10 CST

head_detect_v1.6_s/events.out.tfevents.1728016907.c90f959e71b857ee5e9e4c6d2ab74903214e611a77ce805ae0fcd202.1978.0

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+size 34405852

head_detect_v1.6_s/labels.json

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+[
+ "head"
+]

head_detect_v1.6_s/model.onnx

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+version https://git-lfs.github.com/spec/v1
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+size 44585386

head_detect_v1.6_s/model.pt

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+size 22551517

head_detect_v1.6_s/model_artifacts.json

@@ -0,0 +1 @@
+{"names": ["head"], "yaml": {"nc": 1, "depth_multiple": 0.33, "width_multiple": 0.5, "backbone": [[-1, 1, "Conv", [64, 3, 2]], [-1, 1, "Conv", [128, 3, 2]], [-1, 3, "C2f", [128, true]], [-1, 1, "Conv", [256, 3, 2]], [-1, 6, "C2f", [256, true]], [-1, 1, "Conv", [512, 3, 2]], [-1, 6, "C2f", [512, true]], [-1, 1, "Conv", [1024, 3, 2]], [-1, 3, "C2f", [1024, true]], [-1, 1, "SPPF", [1024, 5]]], "head": [[-1, 1, "nn.Upsample", ["None", 2, "nearest"]], [[-1, 6], 1, "Concat", [1]], [-1, 3, "C2f", [512]], [-1, 1, "nn.Upsample", ["None", 2, "nearest"]], [[-1, 4], 1, "Concat", [1]], [-1, 3, "C2f", [256]], [-1, 1, "Conv", [256, 3, 2]], [[-1, 12], 1, "Concat", [1]], [-1, 3, "C2f", [512]], [-1, 1, "Conv", [512, 3, 2]], [[-1, 9], 1, "Concat", [1]], [-1, 3, "C2f", [1024]], [[15, 18, 21], 1, "Detect", ["nc"]]], "ch": 3}, "nc": 1, "args": {"model": "yolov8s.pt", "batch": 16, "imgsz": 640}, "ultralytics_version": "8.0.196", "model_type": "yolov8"}

head_detect_v1.6_s/results.csv

@@ -0,0 +1,101 @@
+ 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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head_detect_v1.6_s/threshold.json

@@ -0,0 +1,4 @@
+{
+ "f1_score": 0.93,
+ "threshold": 0.381
+}