Ahmed Stohy

KITTI

Object Detection

KITTI Image Dataset

v3

KITTIYoloV5

Generated on Feb 16, 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 70%
5237Images
Valid Set 20%
1496Images
Test Set 10%
748Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Cars-Pedestrians-Cyclists
7480 images
cars-Van-Truck-Pedestrian
7481 images
monocular-3D-objects-for-ADAS
7481 images
Cars-pedestrian-cyclist
7481 images