Object Detection

matrix

Object Detection

matrix Image Dataset

v1

2024-04-23 12:38pm

Generated on Apr 23, 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.
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Dataset Split

Train Set 81%
240Images
Valid Set 13%
39Images
Test Set 6%
19Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
defective-boxes
633 images
cube-cylinder-container
28 images
shapes
2487 images
Cube
250 images