Dataset Versions
Versions
Symbol_Merge_Flip
v9
· 2 years ago
Symbol_Merge_brightness
v8
· 2 years ago
Symbol_Merge_Rot_15
v7
· 2 years ago
Symbol_Merge_Noise
v6
· 2 years ago
Symbol_Merge_Blur
v5
· 2 years ago
Symbol_Merge_Exp
v4
· 2 years ago
Symbol_Merge_Shear
v3
· 2 years ago
Symbol_Merge_Grayscale
v2
· 2 years ago
Symbol_Merge_Ori
v1
· 2 years ago
v5
Symbol_Merge_Blur
Generated on Jun 1, 2022
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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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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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165 Total Images
View All Images
Dataset Split
Train Set 85%
141Images
Valid Set 9%
15Images
Test Set 5%
9Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Augmentations
Outputs per training example: 3
Blur: Up to 1.25px