Dataset Versions

v4

2024-07-24 1-37am Adjust preprocess and augmentation

Generated on Jul 24, 2024

Dataset Split

Train Set 82%
1998Images
Valid Set 12%
285Images
Test Set 6%
143Images

Preprocessing

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

Augmentations

Outputs per training example: 2
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 0.6% of pixels
Cutout: 3 boxes with 10% size each
Mosaic: Applied

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Segmentation_Latest
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train
Labels
Attributes
Raw Data

Annotations

Group:
tree-person-path

CLASSES

LAYERS

 
frond
2
 
path
2
 
trunk
5
 
Base : background

Unused Classes

bushes
dry_frond
dry_leaf
ffb
green_frond
green_leaf
mound
non_traversable
person
pole
sky
traversable
tree_trunk
vehicle

Tags

No Tags Applied
Type and select tags below to add them to the image.

Attributes

3783.jpg

640x640
0.41MP

Updated Jul 24, 2024

1:37AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Auto-Adjust Contrast Adaptive Equalization
Brightness 3%
Exposure -9%
Blur 0.25px
Noise 0.6%
Mosaic Applied
Cutout Applied

Annotation History

Loading...

Raw Data

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    "label": [],
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    "numSteps": 9,
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