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InsentObjectDetection

Object Detection

Dataset Versions

Try Pre-Trained Model

2024-10-25 8:43am

Generated on Oct 25, 2024

Download Dataset

Popular Download Formats

YOLOv11

TXT annotations and YAML config used with YOLOv11.

YOLOv9

TXT annotations and YAML config used with YOLOv9.

YOLOv8

TXT annotations and YAML config used with YOLOv8.

YOLOv5

TXT annotations and YAML config used with YOLOv5.

YOLOv7

TXT annotations and YAML config used with YOLOv7.

COCO JSON

COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.

YOLO Darknet

Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.

Pascal VOC XML

Common XML annotation format for local data munging (pioneered by ImageNet).

TFRecord

TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.

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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216 Total Images

View All Images

Dataset Split

Train Set 88%

189Images

Valid Set 8%

18Images

Test Set 4%

9Images

Preprocessing

Auto-Orient: Applied

Resize: Fill (with center crop) in 480x480

Augmentations

Outputs per training example: 3

Flip: Horizontal, Vertical

Rotation: Between -15° and +15°

Hue: Between -24° and +24°

Saturation: Between -28% and +28%

Brightness: Between -22% and +22%

Similar Projects

Annotations

Group: Insent

- -green rice leafhopper-

Unused Classes

เพลี้ยกระโดดสีน้ำตาล (brown planthopper)

เพลี้ยจักจั่นสีเขียว (green rice leafhopper)

แมลงหล่า (rice black bug)

Attributes

images-4-.jpg

480x480

0.23MP

Updated Aug 19, 56786

12:45PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Fill (with center crop) in 480x480

Flip

Both

Rotation

-10°

Hue

-2°

Saturation

22%

Brightness

19%

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "3lFRzF6zgP2VFLXLBzz1"
    ],
    "destination": "99a8e42fdccde37643ec7aca0f2ae876",
    "height": 480,
    "id": "inNLXuGtTWAZEFwKWXW3",
    "label": [],
    "labels": [],
    "name": "images-4-.jpg",
    "numSteps": 7,
    "owner": "8GpIE60X1ZWaF6BhZT4dJAFAdvF2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Fill (with center crop) in\",480,480]",
        "flip:[\"both\"]",
        "rotate:[-10]",
        "hue:[-2]",
        "saturation:[22]",
        "brightness:[19]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Fill (with center crop) in 480x480"
        },
        {
            "name": "Flip",
            "value": "Both"
        },
        {
            "name": "Rotation",
            "value": "-10°"
        },
        {
            "name": "Hue",
            "value": "-2°"
        },
        {
            "name": "Saturation",
            "value": "22%"
        },
        {
            "name": "Brightness",
            "value": "19%"
        }
    ],
    "source": "inNLXuGtTWAZEFwKWXW3",
    "split": "train",
    "split.3lFRzF6zgP2VFLXLBzz1.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Fill (with center crop) in\\\",480,480]\",\n    \"flip:[\\\"both\\\"]\",\n    \"rotate:[-10]\",\n    \"hue:[-2]\",\n    \"saturation:[22]\",\n    \"brightness:[19]\"\n]",
    "updated": 1729845809147,
    "updatedDate": "Aug 19, 56786",
    "updatedTime": "12:45PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "3lFRzF6zgP2VFLXLBzz1/1"
    ],
    "width": 480
}

Annotation Data

{
    "boxes": [
        {
            "label": "- -green rice leafhopper-",
            "x": 199,
            "y": 296.5,
            "width": 72,
            "height": 103
        },
        {
            "label": "- -green rice leafhopper-",
            "x": 286,
            "y": 193.5,
            "width": 76,
            "height": 116
        },
        {
            "label": "- -green rice leafhopper-",
            "x": 222,
            "y": 193,
            "width": 78,
            "height": 95
        }
    ],
    "height": 480,
    "key": "images (4).jpg",
    "width": 480
}

InsentObjectDetection

Dataset Versions

2024-10-25 8:43am

Popular Download Formats

216 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Attributes

images-4-.jpg

Updated Aug 19, 56786

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data