TC team

DI object

Object Detection

DI object Image Dataset

v1

2022-09-23 4:49pm

Generated on Sep 23, 2022

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.
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Dataset Split

Train Set 90%
179Images
Valid Set 8%
16Images
Test Set 3%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1980x1080

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -30° and +30°
enemies
125 images
enemies
141 images
perception
213 images