car damage detection Dataset
Versions
2022-07-06 7:57pm
v10
· 2 years ago
2022-07-06 7:56pm
v9
· 2 years ago
2022-07-06 7:55pm
v8
· 2 years ago
2022-07-06 7:55pm
v7
· 2 years ago
2022-07-06 7:54pm
v6
· 2 years ago
2022-07-06 7:52pm
v5
· 2 years ago
2022-07-06 7:52pm
v4
· 2 years ago
2022-07-06 7:51pm
v3
· 2 years ago
2022-07-06 7:49pm
v2
· 2 years ago
2022-07-05 10:48pm
v1
· 2 years ago
v10
2022-07-06 7:57pm
Generated on Jul 6, 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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368 Total Images
View All Images
Dataset Split
Train Set 96%
354Images
Valid Set %
0Images
Test Set 4%
14Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 40% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -90° and +90°
Saturation: Between -25% and +25%
Brightness: Between -50% and +50%
Exposure: Between -25% and +25%
Noise: Up to 10% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Crop: 0% Minimum Zoom, 30% Maximum Zoom
Bounding Box: Rotation: Between -25° and +25°
Bounding Box: Shear: ±20° Horizontal, ±20° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Noise: Up to 5% of pixels
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