AgriC3lab

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SP

Object Detection

SP Image Dataset

Try Pre-Trained Model
Versions
2023-12-27 1:10am
v3
Dec 26, 2023
2023-12-20 2:41pm
v2
Dec 20, 2023
2023-12-19 12:29am
v1
Dec 18, 2023
v3

2023-12-27 1:10am

Generated on Dec 26, 2023
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Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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2539 Total Images

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Dataset Split

Train Set 87%
2215Images
Valid Set 9%
216Images
Test Set 4%
108Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°