Luis Augusto Silva

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mosquito

Object Detection

mosquito Image Dataset

Try Pre-Trained Model
Versions
2023-04-16 3:31pm
v3
Apr 16, 2023
IMG SIZE 1538
v2
Apr 15, 2023
2023-04-15 5:32am
v1
Apr 15, 2023
v3

2023-04-16 3:31pm

Generated on Apr 16, 2023
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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
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4802 Total Images

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Dataset Split

Train Set 81%
3904Images
Valid Set 12%
565Images
Test Set 7%
333Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1536x864

Augmentations

Outputs per training example: 2
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical