Dataset Versions
Versions
2024-07-17 3:42pm
v25
· 4 months ago
blur
v24
· 4 months ago
noiseinjections_2x
v23
· 4 months ago
1800img
v22
· 5 months ago
2024-06-16 12:23pm
v21
· 5 months ago
2024-06-16 12:22pm
v20
· 5 months ago
2500img
v19
· 5 months ago
2000img
v18
· 5 months ago
1500img
v17
· 5 months ago
1000img
v16
· 5 months ago
500img
v15
· 5 months ago
preprocess_contrast
v13
· 5 months ago
preprocess_adoptive_histogram
v12
· 5 months ago
preprocess_croped
v11
· 5 months ago
832
v10
· 5 months ago
preproccesshistogram
v9
· 5 months ago
grayscale832
v7
· 6 months ago
1400
v6
· 6 months ago
1024
v5
· 6 months ago
320
v4
· 6 months ago
640
v3
· 6 months ago
baseline
v1
· 6 months ago
v23
noiseinjections_2x
Generated on Jun 29, 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 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).
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TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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4644 Total Images
View All Images
Dataset Split
Train Set 88%
4090Images
Valid Set 4%
204Images
Test Set 8%
350Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 832x832
Augmentations
Outputs per training example: 2
Noise: Up to 0.16% of pixels