Resnet50-MaskRCNN-CVModel Computer Vision Model
11214 Total Images
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Dataset Split
Train Set 89%
9996Images
Valid Set 7%
810Images
Test Set 4%
408Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -36% and +36%