Dataset Versions

Try Pre-Trained Model
Versions
640_3x
v14
·
a year ago
best so far_640_3x_allmaped to trash
v13
·
a year ago
best so far_640_3x
v12
·
a year ago
classes in paper
v11
·
a year ago
best_classes _from__test
v10
·
a year ago
resize640-aug3x
v9
·
a year ago
resize640-noAug
v7
·
a year ago
all mapped to trash
v5
·
a year ago
10 best classes
v4
·
a year ago
10 classes
v3
·
a year ago
added brightness
v2
·
a year ago
Original
v1
·
a year ago
v12

best so far_640_3x

Generated on Jan 10, 2024
Download

3598 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 87%
3147Images
Valid Set 8%
299Images
Test Set 4%
152Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 52 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -8° and +8°
Shear: ±3° Horizontal, ±3° Vertical
Grayscale: Apply to 5% of images
Hue: Between -15° and +15°
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Blur: Up to 0.75px

Similar Projects

See More