Drone Detection YOLOv4tiny

helmets

Object Detection

helmets Image Dataset

v1

2024-06-07 2:35pm

Generated on Jun 7, 2024

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 88%
4599Images
Valid Set 8%
438Images
Test Set 4%
219Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Shear: ±10° Horizontal, ±10° Vertical
Heads-HardHelmet
7329 images
head. helmet
892 images
head-helmet-person
1280 images
helmet-s
12513 images
helmet
1291 images