Car Parts- Stanford Cars Image Dataset
Versions
2022-06-14 2:18pm
v8
Jun 14, 2022
cars with extra testing vehicles
v7
Jun 13, 2022
2022-05-25 7:46am AllObjects GlassInsteadOfWindow
v6
May 25, 2022
2022-05-03 1:25pm car only
v5
May 3, 2022
2022-04-25 5:10pm
v4
Apr 25, 2022
noGreyscale
v3
Apr 11, 2022
2022-04-06 9:11am
v2
Apr 6, 2022
2022-04-06 8:40am
v1
Apr 6, 2022
v7
cars with extra testing vehicles
Generated on Jun 13, 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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783 Total Images
View All Images
Dataset Split
Train Set 17%
135Images
Valid Set 2%
13Images
Test Set 81%
635Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 6 remapped, 2 dropped
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Brightness: Between -25% and +25%
Cutout: 3 boxes with 10% size each
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