mdp

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mdp_obj_rec_v2

Object Detection

mdp_obj_rec_v2 Image Dataset

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Versions
V2
v3
Mar 22, 2024
V1
v1
Mar 21, 2024
v3

V2

Generated on Mar 22, 2024
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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
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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14723 Total Images

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Dataset Split

Train Set 88%
12885Images
Valid Set 8%
1192Images
Test Set 4%
646Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640
Modify Classes: 31 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Exposure: Between -15% and +15%