capstone

최신 데이터셋

Object Detection

최신 데이터셋 Image Dataset

v2

4500images- Augmentation

Generated on May 19, 2022

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Dataset Split

Train Set 87%
3111Images
Valid Set 8%
298Images
Test Set 4%
150Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 8px
Noise: Up to 5% of pixels
detectron2
338 images
plastic-can
100 images
pet-or-can
5743 images
trash
7993 images