cleaned_dataset Image Dataset
Versions
2022-12-05 5:58pm
v16
Dec 6, 2022
640x640 Grayscale Non-Augmented
v14
Dec 4, 2022
320x320 Grayscale Non-Augmented
v13
Dec 4, 2022
320x320 11-26 6pm Non-Augmented
v11
Nov 27, 2022
512x512 11-24 12pm Non-Augmented
v10
Nov 24, 2022
640x640 11-24 11am Non-Augmented
v9
Nov 24, 2022
300x300 11-24 6-58am Non-Augmented
v8
Nov 24, 2022
320x320 11-23 7-52pm Augmented
v7
Nov 24, 2022
640x640 11-23 4-17pm Augmented
v6
Nov 24, 2022
2022-11-23 11:45am
v2
Nov 23, 2022
2022-11-23 11:07am
v1
Nov 23, 2022
v7
320x320 11-23 7-52pm Augmented
Generated on Nov 24, 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
Choose another format.
4751 Total Images
View All Images
Dataset Split
Train Set 89%
4222Images
Valid Set 6%
265Images
Test Set 6%
264Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 320x320
Augmentations
Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Noise: Up to 5% of pixels
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