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
Flip: Horizontal
Grayscale: Apply to 25% of images
Saturation: Between -35% and +35%
Cutout: 5 boxes with 10% size each