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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Attributes
Raw Data

Annotations

Group:
tree-person-path

CLASSES

LAYERS

 
path
3
 
trunk
3
 
Base : background

Unused Classes

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

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Attributes

4505.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 -7%
Exposure 10%
Blur 0.75px
Noise 0.36%
Mosaic Applied
Cutout Applied

Annotation History

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Raw Data

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    "label": [],
    "labels": [],
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    "numSteps": 9,
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    "preprocessingParsed": [
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        {
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        {
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        {
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    "updated": {
        "_seconds": 1721785070,
        "_nanoseconds": 309000000
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    "updatedTimezone": "+00:00",
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