Car Components Dataset Image Dataset
Versions
Remapped Gen Classes Add- Door Aug 7x
v11
Aug 27, 2023
Remapped Gen Classes. Inc. Mirror. Aug 7x
v9
Jul 8, 2022
Remapped Generic Classes. Aug 7x
v8
Jul 8, 2022
Aug 5x - Dropped 9 Classes - 416x280
v7
Jan 5, 2022
Augment 5x - 416x280 Size
v6
Jan 5, 2022
Augmented 5x
v4
Jan 4, 2022
Augmented Dataset
v2
Jan 4, 2022
Final Dataset
v1
Jan 4, 2022
v9
Remapped Gen Classes. Inc. Mirror. Aug 7x
Generated on Jul 8, 2022
Popular Download Formats
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.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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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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