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new_gesture

Object Detection

new_gesture Image Dataset

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Versions
V4_flip_noise_blur2.5_saturation60
v2
Nov 1, 2023
V3_flip_noise
v1
Oct 31, 2023
v2

V4_flip_noise_blur2.5_saturation60

Generated on Nov 1, 2023
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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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1107 Total Images

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Dataset Split

Train Set 88%
969Images
Valid Set 8%
92Images
Test Set 4%
46Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Saturation: Between -61% and +61%
Blur: Up to 2.5px
Noise: Up to 5% of pixels