Yolov7custom

MDP

Object Detection

MDP Image Dataset

v5

2023-02-20 10:04am

Generated on Feb 20, 2023

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 87%
6332Images
Valid Set 8%
602Images
Test Set 4%
306Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 30 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Numbers-and-Alphabets
3060 images
Alphabets-and-numbers
3223 images
obstacles
4423 images