Dataset Versions

Versions
2024-08-27 1:55am
v13
·
6 months ago
2024-08-15 6-15am Old Dataset With Preproc n Aug
v10
·
7 months ago
2024-08-15 2-01am Old Dataset Without Preproc n Aug
v9
·
7 months ago
2024-08-14 6:21am
v8
·
7 months ago
2024-08-14 12:31am
v7
·
7 months ago
2024-08-09 7:26am
v6
·
7 months ago
2024-08-08 3:35am
v5
·
7 months ago
2024-07-24 1-37am Adjust preprocess and augmentation
v4
·
7 months ago
2024-07-22 1-39am Syahir n Aishah No preproc
v3
·
7 months ago
2024-07-19 1-21am Syahir n Aishah
v2
·
8 months ago
2024-06-28 8-47am Syahir Only
v1
·
8 months ago
v4

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

Generated on Jul 24, 2024
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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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Annotations

Group:
tree-person-path

CLASSES

LAYERS

 
path
3
 
trunk
4
 
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

4734.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 15%
Blur 1px
Noise 0%
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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    "updated": {
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        "_nanoseconds": 309000000
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