Public

all_photos

Object Detection

all_photos Image Dataset

v6

crop

Generated on Feb 28, 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 90%
3267Images
Valid Set 5%
187Images
Test Set 4%
162Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 416x416
Modify Classes: 30 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 40% Maximum Zoom
Grayscale: Apply to 50% of images
Brightness: Between -20% and +20%
Letters
1018 images
Letters
379 images
new
Letters
3073 images
all
Letters
3554 images
-words-
8472 images