Object Detection

matrix

Object Detection

matrix Image Dataset

v5

2024-05-11 2:59pm

Generated on May 11, 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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Dataset Split

Train Set 80%
59Images
Valid Set 16%
12Images
Test Set 4%
3Images

Preprocessing

Auto-Orient: Applied
Dynamic Crop: Class: cube
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