sharp eye

target detector

Object Detection

target detector Image Dataset

v6

2023-08-22 3:59pm

Generated on Aug 22, 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 92%
660Images
Valid Set 4%
28Images
Test Set 4%
28Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±20° Horizontal, ±20° Vertical
Saturation: Between -15% and +15%
Brightness: Between -20% and +20%
Noise: Up to 10% of pixels