AI Object Detection

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Bottles and Cups Detection

Object Detection

Bottles and Cups Detection Image Dataset

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Versions
2023-12-03 9:36pm
v27
Dec 3, 2023
2023-12-03 3:06pm
v24
Dec 3, 2023
30 epochs fliphori-rotate90-brightness-20-blur2px-noise5-cutout5 10-mosaic
v23
Dec 2, 2023
30 epochs fliphori-rotate90-brightness-20-blur2px-noise5-cutout5 10-mosaic
v22
Dec 2, 2023
30 epochs roate90 - brightness20 - blur2.5 - noise10 - cutout4 15 - mosaic
v21
Nov 30, 2023
50 epochs rotate90-brightness -20- blur2.5- noise10- cutout4 15- mosaic
v20
Nov 29, 2023
same as 15 but no mosaic 35 epochs
v19
Nov 19, 2023
v22

30 epochs fliphori-rotate90-brightness-20-blur2px-noise5-cutout5 10-mosaic

Generated on Dec 2, 2023
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7903 Total Images

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Dataset Split

Train Set 87%
6912Images
Valid Set 8%
655Images
Test Set 4%
336Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Brightness: Between -20% and +20%
Blur: Up to 2px
Noise: Up to 5% of pixels
Cutout: 5 boxes with 10% size each
Mosaic: Applied