IITB

WiDS Week 2

Object Detection

WiDS Week 2 Image Dataset

v4

2023-01-16 2:14pm

Generated on Jan 16, 2023

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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 85%
55Images
Valid Set 8%
5Images
Test Set 8%
5Images

Preprocessing

Resize: Stretch to 400x240

Augmentations

Outputs per training example: 3
Grayscale: Apply to 50% of images
persons-cars
50 images
crosswalk
901 images
person-crosswalk-1kGy
1007 images