Monash University

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Fruit Detector 4

Object Detection

Fruit Detector 4 Image Dataset

Try Pre-Trained Model
Versions
2023-10-09 12:04am
v4
·
9 months ago
2023-09-26 4:33pm
v3
·
9 months ago
2023-09-20 4:56pm
v2
·
9 months ago
v4

2023-10-09 12:04am

Generated on Oct 8, 2023
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12163 Total Images

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Dataset Split

Train Set 88%
10647Images
Valid Set 8%
1010Images
Test Set 4%
506Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 320x320
Modify Classes: 8 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -25% and +25%
Blur: Up to 0.75px
Noise: Up to 2% of pixels
Bounding Box: Brightness: Between -25% and +25%