Deep Learning Project Proposal Flower Recognition

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Flower Species Classification using YOLOv8

Classification

Flower Species Classification using YOLOv8 Image Dataset

Versions
2023-05-17 2:30pm
v1
May 17, 2023
v1

2023-05-17 2:30pm

Generated on May 17, 2023
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8801 Total Images

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Dataset Split

Train Set 88%
7701Images
Valid Set 8%
733Images
Test Set 4%
367Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -24° and +24°
Blur: Up to 2.5px
Cutout: 4 boxes with 14% size each