Car Components Dataset Dataset
Versions
Remapped Gen Classes Add- Door Aug 7x
v11
· a year ago
Remapped Gen Classes. Inc. Mirror. Aug 7x
v9
· 2 years ago
Remapped Generic Classes. Aug 7x
v8
· 2 years ago
Aug 5x - Dropped 9 Classes - 416x280
v7
· 3 years ago
Augment 5x - 416x280 Size
v6
· 3 years ago
Augmented 5x
v4
· 3 years ago
Augmented Dataset
v2
· 3 years ago
Final Dataset
v1
· 3 years ago
v9
Remapped Gen Classes. Inc. Mirror. Aug 7x
Generated on Jul 8, 2022
Popular Download Formats
YOLOv9
TXT annotations and YAML config used with YOLOv9.
YOLOv8
TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
YOLO Darknet
Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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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6268 Total Images
View All Images
Dataset Split
Train Set 94%
5908Images
Valid Set 4%
238Images
Test Set 2%
122Images
Preprocessing
Resize: Fit within 400x283
Modify Classes: 8 remapped, 1 dropped
Augmentations
Outputs per training example: 7
Saturation: Between -50% and +50%
Bounding Box: Rotation: Between -10° and +10°
Bounding Box: Noise: Up to 4% of pixels
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