Dataset Versions
Versions
only_two_classes
v15
· 4 months ago
GroupD
v14
· 4 months ago
Group C
v13
· 4 months ago
Group B
v12
· 4 months ago
without any augumentation
v11
· 4 months ago
2024-08-08 12:29pm
v10
· 4 months ago
2024-07-08 7-28pm_final
v9
· 5 months ago
samyog_final_one
v8
· 5 months ago
2024-06-22 12:15pm
v7
· 5 months ago
2024-06-22 11:50am
v6
· 5 months ago
2024-06-22 11:44am
v5
· 5 months ago
2024-06-15 8:33am
v2
· 5 months ago
2024-06-12 4:17pm
v1
· 5 months ago
v8
samyog_final_one
Generated on Jul 8, 2024
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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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1732 Total Images
View All Images
Dataset Split
Train Set 87%
1512Images
Valid Set 8%
147Images
Test Set 4%
73Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -5° and +5°
Exposure: Between -10% and +10%
Blur: Up to 1.5px