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hey24sheep · Dec 16, 2021 · 2a27abe · 2a27abe
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diff --git a/.gitattributes b/.gitattributes
@@ -1 +1,2 @@
 '*.pt' filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
diff --git a/README.md b/README.md
@@ -1,3 +1,20 @@
+<p> 
 This repo contains my trained models for Kaggle Competition - [TF Barrier Reef Challenge](https://www.kaggle.com/c/tensorflow-great-barrier-reef)
 
 Used Ultralytics/Yolov5 weights to re-train on Challenge Dataset.
+</p>
+
+## Train Track/History
+- "run_1280_yolov5l"
+	- Model trained : Yolov5l
+	- Trained on Image Size : 1024
+	- Epochs : 15
+	- Dataset details : Trained on original data. Only images with annotations were used. No image preprocessing is used.
+
+## Challenge Track/History
+- First submission 
+	- Date : 14/Dec/2021
+	- Model : Yolov5l
+	- Dataset : default, original with annotation
+	- My score : 0.325 
+	- Leaderboard Rank #1 score : 0.619 as of 16/Dec/2021
diff --git a/...out.tfevents.1639076952.971a7bc9c1b6.28.0 → ...out.tfevents.1639076952.971a7bc9c1b6.28.0 b/...out.tfevents.1639076952.971a7bc9c1b6.28.0 → ...out.tfevents.1639076952.971a7bc9c1b6.28.0
diff --git a/...odel train dump/run_1280_yolov5l/hyp.yaml → yolov5l train 1/hyp.yaml b/...odel train dump/run_1280_yolov5l/hyp.yaml → yolov5l train 1/hyp.yaml
diff --git a/...el train dump/run_1280_yolov5l/labels.jpg → yolov5l train 1/labels.jpg b/...el train dump/run_1280_yolov5l/labels.jpg → yolov5l train 1/labels.jpg
diff --git a/...p/run_1280_yolov5l/labels_correlogram.jpg → yolov5l train 1/labels_correlogram.jpg b/...p/run_1280_yolov5l/labels_correlogram.jpg → yolov5l train 1/labels_correlogram.jpg
diff --git a/...odel train dump/run_1280_yolov5l/opt.yaml → yolov5l train 1/opt.yaml b/...odel train dump/run_1280_yolov5l/opt.yaml → yolov5l train 1/opt.yaml
diff --git a/...l train dump/run_1280_yolov5l/results.csv → yolov5l train 1/results.csv b/...l train dump/run_1280_yolov5l/results.csv → yolov5l train 1/results.csv
diff --git a/... train dump/run_1280_yolov5l/results.html → yolov5l train 1/results.html b/... train dump/run_1280_yolov5l/results.html → yolov5l train 1/results.html
diff --git a/...in dump/run_1280_yolov5l/train_batch0.jpg → yolov5l train 1/train_batch0.jpg b/...in dump/run_1280_yolov5l/train_batch0.jpg → yolov5l train 1/train_batch0.jpg
diff --git a/...in dump/run_1280_yolov5l/train_batch1.jpg → yolov5l train 1/train_batch1.jpg b/...in dump/run_1280_yolov5l/train_batch1.jpg → yolov5l train 1/train_batch1.jpg
diff --git a/...in dump/run_1280_yolov5l/train_batch2.jpg → yolov5l train 1/train_batch2.jpg b/...in dump/run_1280_yolov5l/train_batch2.jpg → yolov5l train 1/train_batch2.jpg
diff --git a/...n dump/run_1280_yolov5l/weights/empty.txt → yolov5l train 1/weights/empty.txt b/...n dump/run_1280_yolov5l/weights/empty.txt → yolov5l train 1/weights/empty.txt
diff --git a/yolov5x6 train 1/events.out.tfevents.1639593544.74d3b1f7aafb.26.0 b/yolov5x6 train 1/events.out.tfevents.1639593544.74d3b1f7aafb.26.0
diff --git a/yolov5x6 train 1/hyp.yaml b/yolov5x6 train 1/hyp.yaml
@@ -0,0 +1,28 @@
+lr0: 0.0032
+lrf: 0.12
+momentum: 0.843
+weight_decay: 0.00036
+warmup_epochs: 2.0
+warmup_momentum: 0.5
+warmup_bias_lr: 0.05
+box: 0.0296
+cls: 0.243
+cls_pw: 0.631
+obj: 0.301
+obj_pw: 0.911
+iou_t: 0.2
+anchor_t: 2.91
+fl_gamma: 0.0
+hsv_h: 0.0138
+hsv_s: 0.664
+hsv_v: 0.464
+degrees: 0.373
+translate: 0.245
+scale: 0.898
+shear: 0.602
+perspective: 0.0
+flipud: 0.00856
+fliplr: 0.5
+mosaic: 1.0
+mixup: 0.243
+copy_paste: 0.0
diff --git a/yolov5x6 train 1/labels.cache b/yolov5x6 train 1/labels.cache
diff --git a/yolov5x6 train 1/results.csv b/yolov5x6 train 1/results.csv
@@ -0,0 +1,9 @@
+               epoch,      train/box_loss,      train/obj_loss,      train/cls_loss,   metrics/precision,      metrics/recall,     metrics/mAP_0.5,metrics/mAP_0.5:0.95,        val/box_loss,        val/obj_loss,        val/cls_loss,               x/lr0,               x/lr1,               x/lr2,metrics/starfish_mAP_50
+                   0,            0.028499,            0.010266,                   0,          4.6047e-06,          0.00067249,          2.2554e-06,          4.7973e-07,            0.020463,           0.0082342,                   0,           0.0015989,           0.0015989,            0.026616,          2.2554e-06
+                   1,            0.023558,           0.0065494,                   0,          2.9852e-05,           0.0044553,          1.4997e-05,          2.8825e-06,            0.017353,           0.0067323,                   0,            0.002943,            0.002943,           0.0029599,          1.4997e-05
+                   2,            0.021315,           0.0056722,                   0,           0.0021342,             0.31851,           0.0015302,          0.00067629,            0.015243,            0.006487,                   0,            0.002688,            0.002688,            0.002688,           0.0015302
+                   3,            0.019783,           0.0053575,                   0,             0.21822,             0.17451,            0.089886,            0.040363,            0.014256,           0.0061234,                   0,            0.002688,            0.002688,            0.002688,            0.089886
+                   4,            0.019135,           0.0052661,                   0,             0.35452,             0.20511,             0.13512,            0.051408,            0.013842,           0.0055892,                   0,            0.002432,            0.002432,            0.002432,             0.13512
+                   5,            0.018806,           0.0050238,                   0,             0.43084,             0.23428,             0.17275,            0.077751,            0.013487,           0.0053736,                   0,            0.002176,            0.002176,            0.002176,             0.17275
+                   6,             0.01836,           0.0050259,                   0,             0.43456,             0.26565,             0.19217,            0.087213,            0.013225,           0.0052311,                   0,             0.00192,             0.00192,             0.00192,             0.19217
+                   7,            0.018092,           0.0048684,                   0,             0.46659,             0.27766,             0.20838,             0.10108,            0.013059,           0.0051505,                   0,            0.001664,            0.001664,            0.001664,             0.20838
diff --git a/yolov5x6 train 1/weights/yolov5x6_best.pt b/yolov5x6 train 1/weights/yolov5x6_best.pt
diff --git a/yolov5x6 train 1/weights/yolov5x6_last.pt b/yolov5x6 train 1/weights/yolov5x6_last.pt
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		'*.pt' filter=lfs diff=lfs merge=lfs -text
		*.pt filter=lfs diff=lfs merge=lfs -text