Mapua Data Sci

Raining

Object Detection

Raining Image Dataset

v1

2024-04-20 1:50am

Generated on Apr 19, 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 92%
750Images
Valid Set 4%
31Images
Test Set 4%
31Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Brightness: Between 0% and +15%
Exposure: Between -10% and +10%
Cars-bus-trucks-jeepney-tricylce
1336 images
Motorcycle-Helmet
131 images
Motorcycle-Helmet-wZLX
164 images
1
vehical-DIXd
1285 images