Dataset Versions

Try Pre-Trained Model
Versions
2023-04-26 9:44pm
v16
·
2 years ago
2023-04-11 11:35pm
v14
·
2 years ago
2023-04-04 11:02am
v13
·
2 years ago
2023-04-04 10:36am
v12
·
2 years ago
2023-03-30 4:24pm
v9
·
2 years ago
2023-03-25 3:38pm
v7
·
2 years ago
2023-03-23 2:22pm
v5
·
2 years ago
2023-03-20 3:29pm
v3
·
2 years ago
v16

2023-04-26 9:44pm

Generated on Apr 26, 2023
Download

7973 Total Images

View All Images
Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image

Dataset Split

Train Set 70%
5556Images
Valid Set 19%
1476Images
Test Set 12%
941Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 5 remapped, 0 dropped

Augmentations

Outputs per training example: 1
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 50% of images
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 10% of pixels
Cutout: 5 boxes with 25% size each

Similar Projects

See More