Guiguzic

TrainMaterial

Object Detection

TrainMaterial Image Dataset

v1

2023-08-24 5:55pm

Generated on Aug 24, 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%
57Images
Valid Set 8%
5Images
Test Set 5%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Exposure: Between -25% and +25%
Bounding Box: Noise: Up to 5% of pixels
traffic_light-pedestrian
1619 images
red-green-blue
36 images
frasco-ampola-BJmU-medicines-qUF0
1760 images
traffict-lights-signs
4730 images