Dataset Versions
Versions
teste_1
v27
· 2 years ago
2022-11-05 4:12pm
v26
· 2 years ago
2022-11-05 4:11pm
v25
· 2 years ago
2022-08-22 7:34pm
v24
· 2 years ago
Mosaic 3x
v23
· 2 years ago
All-augumentations 3x
v22
· 2 years ago
Saturacao 3x
v21
· 2 years ago
Blur 3x
v20
· 2 years ago
Brightness 3x
v19
· 2 years ago
Exposure 3x
v17
· 2 years ago
Mosaic
v14
· 2 years ago
All-augumentations
v13
· 2 years ago
Saturacao
v5
· 2 years ago
Blur
v4
· 2 years ago
Brightness
v3
· 2 years ago
Exposure
v2
· 2 years ago
2022-07-31 9:09pm
v1
· 2 years ago
v26
2022-11-05 4:12pm
Generated on Nov 5, 2022
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
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TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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480 Total Images
View All Images
Dataset Split
Train Set 88%
420Images
Valid Set 8%
40Images
Test Set 4%
20Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -69% and +69%
Brightness: Between -30% and +30%
Exposure: Between -44% and +44%