PISCI

environment

Object Detection

environment Image Dataset

v1

2023-12-11 8:59am

Generated on Dec 11, 2023

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%
5346Images
Valid Set 8%
494Images
Test Set 4%
257Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Saturation: Between -56% and +56%
Brightness: Between -36% and +36%
Blur: Up to 0.75px
Noise: Up to 6% of pixels
Mosaic: Applied
dogs-dPhQ
2819 images
FfO
aa1v4hmEK1BW
2345 images
FfO
llmkpppzzx
2165 images
FfO
llmkpppzzx
2163 images
123123123
1510 images