IronhackFinalProject

Sign_Language_V2

Object Detection

Sign_Language_V2 Image Dataset

v3

Version 3.2

Generated on Jun 10, 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.
Other Formats
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Dataset Split

Train Set 88%
4668Images
Valid Set 6%
338Images
Test Set 5%
273Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Exposure: Between -25% and +25%
hand
1391 images
accident-airplane-ambulance-car
521 images
rps
rps
rock
1008 images
0
000
0
505 images