Druetta Hnos

Deteccion de materiales

Object Detection

Deteccion de materiales Image Dataset

v4

2023-10-22 10:12pm

Generated on Oct 23, 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 87%
138Images
Valid Set 8%
13Images
Test Set 4%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 28% Maximum Zoom
Hue: Between -25° and +25°
Exposure: Between -8% and +8%
pipes
1529 images
r
Different-Types-of-pipes
241 images
r
Different-Types-of-pipes
138 images