NTU

MDP v3

Object Detection

MDP v3 Image Dataset

v1

2023-01-30 3:09pm

Generated on Jan 30, 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 98%
28665Images
Valid Set 1%
300Images
Test Set 0%
145Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Hue: Between -30° and +30°
Exposure: Between -40% and +40%
Mosaic: Applied