Dataset Versions

2023-11-17 1:52pm

Generated on Nov 17, 2023

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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.

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54 Total Images

View All Images

Dataset Split

Train Set 81%

44Images

Valid Set 15%

8Images

Test Set 4%

2Images

Preprocessing

Resize: Stretch to 1000x640

Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

No augmentations were applied.

Similar Projects

Annotations

Group:

Plants

2023-05-15_10-33-52-535_04799_cam25_Rgb8bit.png

1000x640

0.64MP

Updated Feb 13, 55848

11:41AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Resize

Stretch to 1000x640

Auto-Adjust Contrast

Histogram Equalization

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "04dTDgmmg7cEQg6IDvhr"
    ],
    "destination": "8da3d978f16ff8034337517b42829c13",
    "height": 640,
    "id": "tkB28NFyYHE9zqhltniU",
    "label": [],
    "labels": [],
    "name": "2023-05-15_10-33-52-535_04799_cam25_Rgb8bit.png",
    "numSteps": 2,
    "owner": "wNdHR12wvSaGMHuVG5gJ",
    "preprocessing": [
        "resize:[\"Stretch to\",1000,640]",
        "auto-contrast:[\"Histogram Equalization\"]"
    ],
    "preprocessingParsed": [
        {
            "name": "Resize",
            "value": "Stretch to 1000x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Histogram Equalization"
        }
    ],
    "source": "tkB28NFyYHE9zqhltniU",
    "split": "train",
    "split.04dTDgmmg7cEQg6IDvhr.2": "train",
    "status": "generated",
    "transforms": "[\n    \"resize:[\\\"Stretch to\\\",1000,640]\",\n    \"auto-contrast:[\\\"Histogram Equalization\\\"]\"\n]",
    "updated": 1700229181289,
    "updatedDate": "Feb 13, 55848",
    "updatedTime": "11:41AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "04dTDgmmg7cEQg6IDvhr/2"
    ],
    "width": 1000
}

Annotation Data

{
    "boxes": [
        {
            "label": "Blackgrass",
            "x": 723,
            "y": 528.5,
            "width": 88.5,
            "height": 80
        },
        {
            "label": "Blackgrass",
            "x": 527,
            "y": 454.5,
            "width": 98,
            "height": 130.5
        },
        {
            "label": "Blackgrass",
            "x": 446,
            "y": 99,
            "width": 45,
            "height": 112
        },
        {
            "label": "Blackgrass",
            "x": 349.5,
            "y": 289.5,
            "width": 53,
            "height": 93
        },
        {
            "label": "Blackgrass",
            "x": 406.5,
            "y": 217,
            "width": 46,
            "height": 106.5
        },
        {
            "label": "Blackgrass",
            "x": 297.5,
            "y": 373,
            "width": 37,
            "height": 76
        }
    ],
    "height": 640,
    "key": "2023-05-15_10-33-52-535_04799_cam25_Rgb8bit.png",
    "width": 1000
}

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