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v1
·
2 years ago
v56

2024-01-13 6:39pm

Generated on Jan 14, 2024

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%
378Images
Valid Set 9%
37Images
Test Set 3%
12Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 1.5px
Noise: Up to 1.99% of pixels

Similar Projects

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

Annotations

Group:
Drone-Images

Classes

Layers

 
Building
3
 
Tree
4

Unused Classes

Fence
House
Pole
Street Sign

Tags

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

Attributes

2023-07-20-11-21-25-692.PNG

640x640
0.41MP

Updated Aug 21, 56005

12:59AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Brightness -1%
Exposure 9%
Blur 1px
Noise 0.6%

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "tYTuriTOrVKSwKz6zcfG"
    ],
    "destination": "41712a58939e5ddb35875eb15179fab2",
    "height": 640,
    "id": "kAFxKzRxorlPp17VRNIx",
    "label": [],
    "labels": [],
    "name": "2023-07-20-11-21-25-692.PNG",
    "numSteps": 6,
    "owner": "K2ZENWzITGUwmuGZIaGtcGenplH3",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "brightness:[-1]",
        "exposure:[9]",
        "blur:[1]",
        "noise:[0.6,909949]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Brightness",
            "value": "-1%"
        },
        {
            "name": "Exposure",
            "value": "9%"
        },
        {
            "name": "Blur",
            "value": "1px"
        },
        {
            "name": "Noise",
            "value": "0.6%"
        }
    ],
    "source": "kAFxKzRxorlPp17VRNIx",
    "split": "train",
    "split.tYTuriTOrVKSwKz6zcfG.56": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"brightness:[-1]\",\n    \"exposure:[9]\",\n    \"blur:[1]\",\n    \"noise:[0.6,909949]\"\n]",
    "updated": 1705199993994,
    "updatedDate": "Aug 21, 56005",
    "updatedTime": "12:59AM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "tYTuriTOrVKSwKz6zcfG/56"
    ],
    "width": 640
}
                            
                            

Annotation Data

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