Anshul Malviya

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Fish-Detection

Instance Segmentation

Fish-Detection Image Dataset

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Versions
2023-12-06 2:25pm
v1
·
7 months ago
v1

2023-12-06 2:25pm

Generated on Dec 6, 2023
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2960 Total Images

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Dataset Split

Train Set 88%
2604Images
Valid Set 8%
248Images
Test Set 4%
108Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Noise: Up to 5% of pixels