Dataset Versions
Versions
04-09_2546_original-gmail-include
v17
· 8 months ago
2024-04-09_7442_aug
v16
· 8 months ago
After_Blur_brightness
v15
· 8 months ago
2024-03-16 8:55pm
v14
· 8 months ago
2024-02-29 12:49pm
v13
· 9 months ago
5th_added
v12
· 9 months ago
4th-more test
v11
· 10 months ago
5classes_8-1-1
v4
· a year ago
5classes_ori
v2
· a year ago
5classes_pre-aug
v1
· a year ago
v11
4th-more test
Generated on Feb 7, 2024
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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.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
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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).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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8404 Total Images
View All Images
Dataset Split
Train Set 94%
7880Images
Valid Set 4%
316Images
Test Set 2%
208Images
Preprocessing
Resize: Stretch to 640x480
Augmentations
Outputs per training example: 3
Brightness: Between -40% and +40%
Bounding Box: Brightness: Between -30% and +30%