Car_Dent_Scratch_Detection(1) Image Dataset
Versions
Raw_Images
v9
Jan 17, 2022
car_Dent_Scratch_Detection_V12
v8
Nov 29, 2021
car_Dent_Scratch_Detection_V11
v7
Oct 31, 2021
car_Dent_Scratch_Detection_V10_Prod1
v6
Oct 22, 2021
Car_Dent_Scratch_Detection_v8.8
v5
Oct 12, 2021
Car_Dent_Scratch_Detection_v8.7
v4
Oct 7, 2021
Car_Dent_Scratch_Detection_V8.6
v3
Sep 30, 2021
Car_Dent_Scratch_Detection_V8.5
v2
Sep 29, 2021
Car_Dent_Scratch_Detection_V8.4
v1
Sep 27, 2021
v8
car_Dent_Scratch_Detection_V12
Generated on Nov 29, 2021
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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3830 Total Images
View All Images
Dataset Split
Train Set 88%
3360Images
Valid Set 10%
390Images
Test Set 2%
80Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Blur: Up to 3.75px
Noise: Up to 5% of pixels
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