Publish model head_detect_v1.0_s, on 2024-09-18 10:32:12 UTC
Browse files- head_detect_v1.0_s/F1_curve.png +0 -0
- head_detect_v1.0_s/PR_curve.png +0 -0
- head_detect_v1.0_s/P_curve.png +0 -0
- head_detect_v1.0_s/R_curve.png +0 -0
- head_detect_v1.0_s/confusion_matrix.png +0 -0
- head_detect_v1.0_s/confusion_matrix_normalized.png +0 -0
- head_detect_v1.0_s/events.out.tfevents.1726645775.dd381fc62bdfa9ecca29a7a9c2e134137902c3050389946c1ab5ffd4.1969019.0 +3 -0
- head_detect_v1.0_s/labels.jpg +0 -0
- head_detect_v1.0_s/labels_correlogram.jpg +0 -0
- head_detect_v1.0_s/model.onnx +3 -0
- head_detect_v1.0_s/model.pt +3 -0
- head_detect_v1.0_s/model_artifacts.json +1 -0
- head_detect_v1.0_s/results.csv +101 -0
- head_detect_v1.0_s/results.png +0 -0
head_detect_v1.0_s/F1_curve.png
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head_detect_v1.0_s/PR_curve.png
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head_detect_v1.0_s/P_curve.png
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head_detect_v1.0_s/R_curve.png
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head_detect_v1.0_s/confusion_matrix.png
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head_detect_v1.0_s/confusion_matrix_normalized.png
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head_detect_v1.0_s/events.out.tfevents.1726645775.dd381fc62bdfa9ecca29a7a9c2e134137902c3050389946c1ab5ffd4.1969019.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:87ec54b432ee2dd29ab1de0105c6ebbda00d77275b91b3519d8bcf48ea6dd2dc
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size 20724668
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head_detect_v1.0_s/labels.jpg
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head_detect_v1.0_s/labels_correlogram.jpg
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head_detect_v1.0_s/model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:56e698b3421e13b29aaf26d804795ec8e60a90a1471a4b53b29525e67a91f587
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size 44585343
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head_detect_v1.0_s/model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:e37e06cf30eb35a471fbaeea9336d29f88522c8baf86b1956d62b5abdb6fe2d1
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size 22512878
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head_detect_v1.0_s/model_artifacts.json
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{"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"}
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head_detect_v1.0_s/results.csv
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1 |
+
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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2 |
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2, 1.3097, 1.191, 1.4006, 0.8984, 0.79941, 0.89347, 0.65105, 0.96565, 0.74192, 1.1467, 0.0065981, 0.0065981, 0.0065981
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4 |
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3, 1.3814, 1.3051, 1.4625, 0.8578, 0.73719, 0.84035, 0.6075, 1.0297, 0.88933, 1.2012, 0.0097995, 0.0097995, 0.0097995
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74 |
+
73, 0.87092, 0.61466, 1.1157, 0.95486, 0.90922, 0.96263, 0.80046, 0.66874, 0.3833, 0.95541, 0.002971, 0.002971, 0.002971
|
75 |
+
74, 0.86553, 0.60944, 1.1139, 0.9556, 0.90862, 0.96284, 0.80047, 0.66848, 0.38313, 0.95531, 0.002872, 0.002872, 0.002872
|
76 |
+
75, 0.8588, 0.60079, 1.1074, 0.9558, 0.9077, 0.96262, 0.80034, 0.66853, 0.38273, 0.95533, 0.002773, 0.002773, 0.002773
|
77 |
+
76, 0.85867, 0.59981, 1.1098, 0.95667, 0.90752, 0.9626, 0.80054, 0.66856, 0.38248, 0.95534, 0.002674, 0.002674, 0.002674
|
78 |
+
77, 0.85152, 0.59573, 1.1097, 0.9564, 0.90849, 0.96261, 0.80063, 0.66857, 0.38193, 0.95553, 0.002575, 0.002575, 0.002575
|
79 |
+
78, 0.85138, 0.59278, 1.1062, 0.95376, 0.91101, 0.96256, 0.80042, 0.66841, 0.38133, 0.95531, 0.002476, 0.002476, 0.002476
|
80 |
+
79, 0.84864, 0.58551, 1.1006, 0.95301, 0.91264, 0.96256, 0.80073, 0.66861, 0.38089, 0.95562, 0.002377, 0.002377, 0.002377
|
81 |
+
80, 0.84462, 0.58262, 1.0974, 0.95383, 0.91238, 0.96257, 0.80071, 0.6688, 0.38053, 0.95556, 0.002278, 0.002278, 0.002278
|
82 |
+
81, 0.83961, 0.58014, 1.0937, 0.95385, 0.91215, 0.96267, 0.80085, 0.66892, 0.37984, 0.95561, 0.002179, 0.002179, 0.002179
|
83 |
+
82, 0.83443, 0.57453, 1.0969, 0.95377, 0.91123, 0.96258, 0.8009, 0.6689, 0.37945, 0.95562, 0.00208, 0.00208, 0.00208
|
84 |
+
83, 0.83469, 0.57463, 1.0952, 0.95448, 0.91081, 0.96261, 0.80134, 0.66863, 0.37913, 0.95503, 0.001981, 0.001981, 0.001981
|
85 |
+
84, 0.83006, 0.56829, 1.092, 0.95575, 0.90971, 0.96259, 0.80151, 0.66868, 0.37842, 0.95513, 0.001882, 0.001882, 0.001882
|
86 |
+
85, 0.8234, 0.56453, 1.0867, 0.95733, 0.90874, 0.96257, 0.80139, 0.66895, 0.37773, 0.95555, 0.001783, 0.001783, 0.001783
|
87 |
+
86, 0.82395, 0.56037, 1.0895, 0.95751, 0.90922, 0.96261, 0.8018, 0.66861, 0.37751, 0.9552, 0.001684, 0.001684, 0.001684
|
88 |
+
87, 0.81212, 0.55468, 1.0833, 0.95834, 0.90936, 0.96245, 0.80198, 0.6684, 0.37657, 0.95503, 0.001585, 0.001585, 0.001585
|
89 |
+
88, 0.81388, 0.55323, 1.0831, 0.95631, 0.9102, 0.96256, 0.80214, 0.66823, 0.37605, 0.9548, 0.001486, 0.001486, 0.001486
|
90 |
+
89, 0.81075, 0.55156, 1.0828, 0.95625, 0.9102, 0.96256, 0.8023, 0.66772, 0.37568, 0.95454, 0.001387, 0.001387, 0.001387
|
91 |
+
90, 0.80592, 0.54342, 1.0821, 0.95652, 0.90947, 0.96262, 0.8023, 0.66796, 0.37518, 0.95463, 0.001288, 0.001288, 0.001288
|
92 |
+
91, 0.76596, 0.40588, 1.0486, 0.95525, 0.90996, 0.96253, 0.80239, 0.66789, 0.37482, 0.95444, 0.001189, 0.001189, 0.001189
|
93 |
+
92, 0.75253, 0.39633, 1.0401, 0.95541, 0.90967, 0.96263, 0.80266, 0.66776, 0.37422, 0.95434, 0.00109, 0.00109, 0.00109
|
94 |
+
93, 0.74556, 0.39303, 1.0417, 0.95471, 0.90996, 0.96251, 0.80256, 0.66772, 0.37401, 0.95419, 0.000991, 0.000991, 0.000991
|
95 |
+
94, 0.73602, 0.3853, 1.0345, 0.95261, 0.9123, 0.96249, 0.8028, 0.66767, 0.37355, 0.95422, 0.000892, 0.000892, 0.000892
|
96 |
+
95, 0.73668, 0.38606, 1.0405, 0.94865, 0.91557, 0.96246, 0.80298, 0.66775, 0.37312, 0.95439, 0.000793, 0.000793, 0.000793
|
97 |
+
96, 0.7232, 0.37689, 1.0328, 0.94939, 0.9156, 0.96254, 0.80288, 0.66732, 0.37281, 0.95418, 0.000694, 0.000694, 0.000694
|
98 |
+
97, 0.72115, 0.37533, 1.0324, 0.95122, 0.9136, 0.96262, 0.80311, 0.66687, 0.37282, 0.95372, 0.000595, 0.000595, 0.000595
|
99 |
+
98, 0.71344, 0.36709, 1.0245, 0.95856, 0.90876, 0.96237, 0.80306, 0.6669, 0.37213, 0.95391, 0.000496, 0.000496, 0.000496
|
100 |
+
99, 0.70515, 0.36454, 1.0197, 0.95218, 0.91346, 0.96222, 0.80357, 0.6672, 0.37209, 0.95456, 0.000397, 0.000397, 0.000397
|
101 |
+
100, 0.70063, 0.36051, 1.0194, 0.95267, 0.91355, 0.96245, 0.80371, 0.66722, 0.37212, 0.9547, 0.000298, 0.000298, 0.000298
|
head_detect_v1.0_s/results.png
ADDED