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4 changes: 3 additions & 1 deletion cfg/training/yolov7.yaml
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@@ -1,5 +1,5 @@
# parameters
nc: 80 # number of classes
nc: 2 # number of classes
depth_multiple: 1.0 # model depth multiple
width_multiple: 1.0 # layer channel multiple

Expand Down Expand Up @@ -68,6 +68,8 @@ backbone:
[-1, 1, Conv, [256, 3, 1]],
[[-1, -3, -5, -6], 1, Concat, [1]],
[-1, 1, Conv, [1024, 1, 1]], # 50
[-1, 1, Conv, [512, 3, 1]],
[-1, 1, CBAM, [512]],
]

# yolov7 head
Expand Down
13 changes: 13 additions & 0 deletions dataset/data.yaml
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path: /kaggle/working/D Fire Dataset # dataset root dir
train: dataset/data/train/images # train images (relative to 'path')
val: dataset/data/val/images # val images (relative to 'path')
test: dataset/data/test/images # test images (relative to 'path')

# Classes
names: ['smoke', 'fire'] # Replace with your actual class names

# Counts
nc: 2 # number of classes
train_count: 14122
val_count: 3099
test_count: 4306
13 changes: 13 additions & 0 deletions dataset/data.yml
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path: /kaggle/working/D Fire Dataset # dataset root dir
train: dataset/data/train/images # train images (relative to 'path')
val: dataset/data/val/images # val images (relative to 'path')
test: dataset/data/test/images # test images (relative to 'path')

# Classes
names: ['smoke', 'fire'] # Replace with your actual class names

# Counts
nc: 2 # number of classes
train_count: 14122
val_count: 3099
test_count: 4306
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9 changes: 9 additions & 0 deletions dataset/data/test/labels/AoF06733.txt
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PARAMETERS FOR BASELINE YOLOV7 FOR FIRE AND SMOKE DETECTION:
Class Images Labels P R mAP@.5 mAP@.5:.95:
all 1724 3932 0.465 0.401 0.349 0.134
smoke 1724 1756 0.483 0.475 0.403 0.166
fire 1724 2176 0.446 0.326 0.294 0.102




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1 change: 1 addition & 0 deletions dataset/data/test/labels/AoF06978.txt
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0 0.951171875 0.18541666666666667 0.057031250000000006 0.09305555555555556
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