celikmustafa89merge

levha2

Object Detection

levha2 Image Dataset

v6

2022-11-08 10:17am

Generated on Nov 8, 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%
11541Images
Valid Set 7%
977Images
Test Set 4%
565Images

Preprocessing

Modify Classes: 69 remapped, 8 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -13° and +13°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 1.25px
Noise: Up to 5% of pixels
tsigns-humans
7047 images
tsigns
6400 images
traffic-sign
6996 images
signboards-and-dogs-cats-tsigns
7200 images
hu
ppl-signboards-and-dogs-cats-tsigns
7300 images