Dataset Versions
Versions
2024-11-19 11:50pm
v17
· 9 days ago
2024-11-18 12:54am
v16
· 11 days ago
best 6
v15
· 11 days ago
2024-11-17 3:31pm
v13
· 11 days ago
2024-11-16 11:30pm
v11
· 12 days ago
best3
v10
· 12 days ago
2024-11-16 9:46am
v9
· 13 days ago
Extended Img _with_tiles
v8
· 13 days ago
Augmented_Testing 2
v7
· 16 days ago
Add Augmented_Testing
v6
· 16 days ago
For Capstone1
v4
· 2 months ago
augmented
v3
· 2 months ago
Larger_size_no_augmented
v2
· 2 months ago
2024-09-24 4:48am
v1
· 2 months ago
v8
Extended Img _with_tiles
Generated on Nov 15, 2024
2900 Total Images
View All Images
Dataset Split
Train Set 85%
2460Images
Valid Set 7%
208Images
Test Set 8%
232Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 2 rows x 2 columns
Modify Classes: 4 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -45° and +45°
Hue: Between -30° and +30°
Mosaic: Applied
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5.01% of pixels