Object Detection

matrix

Object Detection

matrix Image Dataset

v3

2024-04-27 2:48pm

Generated on Apr 27, 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.
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Dataset Split

Train Set 79%
55Images
Valid Set 17%
12Images
Test Set 4%
3Images

Preprocessing

Auto-Orient: Applied
Dynamic Crop: Class: cube
Resize: Stretch to 150x150

Augmentations

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