Ecosystem

Asm

Object Detection

Asm Image Dataset

v2

2024-05-21 5:09pm

Generated on May 21, 2024

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.
Other Formats
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Dataset Split

Train Set 88%
99Images
Valid Set 8%
9Images
Test Set 4%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Common-Warehouse-Objects
26 images
vehicles-hardhats-safety-boot-glove-helmet-pallet-stacker-pallet-person-vest-dock-doors-open-dock-doors-closed-door-open-door-closed
63 images