Ntokozo Nhlangothi

Vedai-Roboflow

Object Detection

Vedai-Roboflow Image Dataset

v2

2023-07-18 5:11pm

Generated on Jul 18, 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.
Other Formats
Choose another format.

Dataset Split

Train Set 91%
10596Images
Valid Set 7%
782Images
Test Set 3%
317Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 512x512
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Grayscale: Apply to 48% of images
Blur: Up to 0.5px
Noise: Up to 1% of pixels