IPE

all_drop

Object Detection

all_drop Image Dataset

v5

2023-03-08 12:36pm

Generated on Mar 8, 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 89%
878Images
Valid Set 6%
55Images
Test Set 6%
55Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 2
Flip: Horizontal
Brightness: Between -20% and +20%
Noise: Up to 3% of pixels