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2023-07-29 12:36pm
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2023-07-26 5:25pm
v1
·
2 years ago
v30

2023-12-01 12:38am

Generated on Dec 1, 2023

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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Dataset Split

Train Set 89%
348Images
Valid Set 8%
33Images
Test Set 3%
12Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels
Bounding Box: Exposure: Between -17% and +17%
Bounding Box: Blur: Up to 1.5px

Similar Projects

See More
Drone Object Detection
Annotate
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
Drone-Images

Classes

Layers

 
Building
1
 
Tree
3

Unused Classes

Fence
House
Pole
Street Sign

Tags

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

Attributes

2023-07-20-11-20-15-562.PNG

640x640
0.41MP

Updated Nov 7, 55885

5:50AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Exposure Applied Per Bounding Box
Blur Applied Per Bounding Box
Brightness -18%
Noise 1.25%

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "tYTuriTOrVKSwKz6zcfG"
    ],
    "destination": "2b90e47a1836f3ef717c087758e68d0d",
    "height": 640,
    "id": "HZJONO3gtRjM1LrJJ2ss",
    "label": [],
    "labels": [],
    "name": "2023-07-20-11-20-15-562.PNG",
    "numSteps": 6,
    "owner": "K2ZENWzITGUwmuGZIaGtcGenplH3",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "exposure:[[-6],[3],[-2],[10]]",
        "blur:[[0],[1.25],[1],[0.75]]",
        "brightness:[-18]",
        "noise:[1.25,147483]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Exposure",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Blur",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Brightness",
            "value": "-18%"
        },
        {
            "name": "Noise",
            "value": "1.25%"
        }
    ],
    "source": "HZJONO3gtRjM1LrJJ2ss",
    "split": "train",
    "split.tYTuriTOrVKSwKz6zcfG.30": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"exposure:[[-6],[3],[-2],[10]]\",\n    \"blur:[[0],[1.25],[1],[0.75]]\",\n    \"brightness:[-18]\",\n    \"noise:[1.25,147483]\"\n]",
    "updated": 1701419925024,
    "updatedDate": "Nov 7, 55885",
    "updatedTime": "5:50AM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "tYTuriTOrVKSwKz6zcfG/30"
    ],
    "width": 640
}
                            
                            

Annotation Data

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