Dataset Versions
Versions
2023_transferLearning_v2
v45
· 2 years ago
2023_transferLearning
v44
· 2 years ago
2023-05-25 3:09pm
v43
· 2 years ago
augment_flip_blur1_last_fake
v42
· 2 years ago
2022-10-10 12:54am
v41
· 2 years ago
train4_valid1_fake
v40
· 2 years ago
augment_blur1_wo_bright
v38
· 2 years ago
augment_blur_wo_bright
v37
· 2 years ago
augment_wo_bright
v34
· 2 years ago
validation
v26
· 2 years ago
2022-08-17 2:53pm
v8
· 2 years ago
v45
2023_transferLearning_v2
Generated on Jun 15, 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 YOLOv5.
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TXT annotations and YAML config used with YOLOv7.
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COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
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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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1775 Total Images
View All Images
Dataset Split
Train Set 85%
1514Images
Valid Set 8%
149Images
Test Set 6%
112Images
Preprocessing
Resize: Stretch to 2048x384
Modify Classes: 0 remapped, 2 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical