Deepika

Techready

Object Detection

Techready Image Dataset

v1

2024-06-05 4:41pm

Generated on Jun 5, 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.
Other Formats
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Dataset Split

Train Set 82%
384Images
Valid Set 12%
58Images
Test Set 6%
29Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 15% of images
bikes-cars-auto-van-trucks-LCV-vehicles
4808 images
cars-motor-bicycles-persons-dogs
1855 images
V3
bikes-cars-auto-van-trucks-LCV-vehicles-Vvv
4753 images
car
4451 images