Dataset Versions

Versions
2024-03-26 10:42am
v27
·
9 months ago
2024-03-22 10:53am
v26
·
9 months ago
2024-03-22 10:47am
v25
·
9 months ago
2024-03-21 5:19pm
v24
·
9 months ago
2024-03-21 5:13pm
v23
·
9 months ago
2024-01-26 4:12pm
v22
·
a year ago
2023-12-06 11:39am
v21
·
a year ago
good results
v20
·
a year ago
no good results
v19
·
a year ago
2023-12-05 2:45pm
v18
·
a year ago
2023-12-05 2:43pm
v17
·
a year ago
2023-12-05 2:39pm
v16
·
a year ago
2023-12-05 2:37pm
v15
·
a year ago
2023-12-05 2:13pm
v14
·
a year ago
2023-12-05 2:09pm
v13
·
a year ago
2023-12-04 2:41pm
v12
·
a year ago
2023-11-20 1:42pm
v11
·
a year ago
2023-06-02 4-25pm-max augmentation-
v10
·
2 years ago
2023-06-02 4:22pm
v9
·
2 years ago
2023-06-02 4:19pm
v8
·
2 years ago
2023-06-02 10-40am-good augmentation-good result
v7
·
2 years ago
2023-06-01 10-03am-low augmentation good result-
v6
·
2 years ago
2023-04-25 7:55pm
v5
·
2 years ago
2023-04-25 7:53pm
v4
·
2 years ago
2023-04-25 7:51pm
v3
·
2 years ago
2023-04-25 4:04pm
v2
·
2 years ago
2023-04-24 4:58pm
v1
·
2 years ago
v14

2023-12-05 2:13pm

Generated on Dec 5, 2023
Download

2715 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 93%
2515Images
Valid Set 4%
100Images
Test Set 4%
100Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 5
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -15° and +15°

Similar Projects

See More