Dataset Versions
Versions
2_classes
v7
· 3 years ago
- classes-2022-05-18 4:15pm
v6
· 3 years ago
Trilho_bom_ mais_3_Classes2022-05-18 2:21pm
v5
· 3 years ago
Trilho_bom e RCF 2022-04-26 1:58pm
v4
· 3 years ago
Head_Checking_Squat_Spalling_2022-04-25 11:14am
v3
· 3 years ago
Classe Head_Checkinhg_Squat_2022-04-20 2:32pm
v2
· 3 years ago
Classe Head_Checking_2022-04-20 12:33pm
v1
· 3 years ago
v5
Trilho_bom_ mais_3_Classes2022-05-18 2:21pm
Generated on May 18, 2022
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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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TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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8404 Total Images
View All Images
Dataset Split
Train Set 87%
7347Images
Valid Set 8%
709Images
Test Set 4%
348Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 2 remapped, 2 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -62% and +62%