Senior Project

New Model

Object Detection

New Model Image Dataset

v1

Advanced Driving Assistance System

Generated on Feb 9, 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.
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Dataset Split

Train Set 70%
1329Images
Valid Set 20%
379Images
Test Set 10%
190Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 11 remapped, 0 dropped

Augmentations

No augmentations were applied.
Cars-Motorcycle-Pedestrian-bike
1904 images
0-1-2-3-4-5-6-7-8-9-10-11
1500 images
biker-car-pedestrian
2501 images
testproj
1201 images