Forest cutting

ALL_AREAS

Object Detection

ALL_AREAS Image Dataset

v2

2023-01-20 11:16am

Generated on Jan 20, 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%
228Images
Valid Set 9%
23Images
Test Set 5%
12Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640
Modify Classes: 12 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Saturation: Between -1% and +1%
Brightness: Between -1% and +1%
-Metallic-Plastic-Wood-Household
190 images
vb
people
2693 images
ti
people
3425 images