Dataset Versions
Versions
crop and rotate from scratch
v11
· 2 years ago
2023-04-27 1:00pm
v10
· 2 years ago
Rotation between -15 and 15 degrees and crop
v8
· 2 years ago
Crop and Rotate but with edits to train-test-valid
v7
· 2 years ago
Crop and Rotate
v6
· 2 years ago
Just 80 of each class
v5
· 2 years ago
With Rotation Augmentation
v4
· 2 years ago
2023-04-09 10:05pm
v3
· 2 years ago
2023-03-19 5:34pm
v1
· 2 years ago
v8
Rotation between -15 and 15 degrees and crop
Generated on Apr 27, 2023
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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TXT annotations and YAML config used with YOLOv8.
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TXT annotations and YAML config used with YOLOv7.
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
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Common XML annotation format for local data munging (pioneered by ImageNet).
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TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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452 Total Images
View All ImagesDataset Split
Train Set 86%
387Images
Valid Set 10%
45Images
Test Set 4%
20Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°