Dataset Versions

v3

2023-08-09 9:33am

Generated on Aug 9, 2023

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Dataset Split

Train Set 89%
4688Images
Valid Set 11%
587Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Vertical
Noise: Up to 5% of pixels
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -15% and +15%

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Palm oil plantation annotation
Annotate
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train
Labels
Attributes
Raw Data

Annotations

Group:
Palm-oil

Classes

Layers

 
Palm Tree
1

Unused Classes

1
2
Bad Fruit
Good Fruit

Tags

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

Attributes

20230731_102546.jpg

640x640
0.41MP

Updated Dec 2, 55572

6:07PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Brightness Applied Per Bounding Box
Exposure Applied Per Bounding Box
Noise 3%

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "classes": {
        "Bad Fruit": 24,
        "Good Fruit": 9363,
        "Palm Tree": 1996
    },
    "datasets": [
        "LYyfdGyjoG9SNCD4HshU"
    ],
    "destination": "8c7678fec500053ad707aaa2ea9bbb7d",
    "height": 640,
    "id": "Z6IJgONkIiN0Z11wcq7I",
    "label": [],
    "labels": [],
    "name": "20230731_102546.jpg",
    "numSteps": 5,
    "owner": "WkcSOXjc5HVJBQNfQ0qtoUjgEbn1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "brightness:[[-4]]",
        "exposure:[[8]]",
        "noise:[3,790095]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Brightness",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Exposure",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Noise",
            "value": "3%"
        }
    ],
    "source": "Z6IJgONkIiN0Z11wcq7I",
    "split": "train",
    "split.LYyfdGyjoG9SNCD4HshU.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"brightness:[[-4]]\",\n    \"exposure:[[8]]\",\n    \"noise:[3,790095]\"\n]",
    "updated": 1691544794830,
    "updatedDate": "Dec 2, 55572",
    "updatedTime": "6:07PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "LYyfdGyjoG9SNCD4HshU/3"
    ],
    "width": 640
}
                            
                            

Annotation Data

{
    "boxes": [
        {
            "label": "Palm Tree",
            "x": 317.5,
            "y": 370.5,
            "width": 206,
            "height": 471.125
        }
    ],
    "height": 640,
    "key": "20230731_102546.jpg",
    "width": 640
}
                                

                                

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