keshav memorial

new

Object Detection

new Image Dataset

v1

2022-12-09 10:17am

Generated on Dec 9, 2022

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 88%
282Images
Valid Set 9%
28Images
Test Set 4%
12Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 100% of images
Saturation: Between -99% and +99%
cool-drinks
134 images
cool-drinks
199 images
CoolDrinks
194 images
object-names
100 images
10
cool-drinks
139 images