Davide Castagni Fabbri

AQP

Object Detection

AQP Image Dataset

v6

2022-11-10 5:48pm

Generated on Nov 10, 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.
Other Formats
Choose another format.

Dataset Split

Train Set 100%
1999Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 2
Brightness: Between -16% and +16%
Exposure: Between -12% and +12%
Train-RailwayTrack-A55V-Ulvr-train-9lv8-DefectBrailBlock-69Lx-6Ynx-vpYN-e2iH-nfYP-nO8s
3767 images
Train-RailwayTrack-A55V-Ulvr-train-9lv8-DefectBrailBlock-69Lx-6Ynx-vpYN-e2iH-nfYP
3380 images
good-lose-broke
1006 images