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Clematis Bounding Box

Object Detection

Dataset Versions

Try Pre-Trained Model

144 Bounding Box

Generated on Sep 24, 2024

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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.

Other Formats

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264 Total Images

View All Images

Dataset Split

Train Set 68%

180Images

Valid Set 19%

51Images

Test Set 13%

33Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Bounding Box: Flip: Horizontal

Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise

Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom

Bounding Box: Rotation: Between -15° and +15°

Similar Projects

Annotations

Group:

Weeds

687.jpg

640x640

0.41MP

Updated Nov 21, 56701

4:33PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Crop

Applied Per Bounding Box

Resize

Stretch to 640x640

Flip

Applied Per Bounding Box

90° Rotate

Applied Per Bounding Box

Rotation

Applied Per Bounding Box

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "ZAXOlj7ynuNKG7vQMSw4"
    ],
    "destination": "6923957f6fb61224dd6675906cdb5c2d",
    "height": 640,
    "id": "4N7iRM0G8F9vBkcAl2pk",
    "label": [],
    "labels": [],
    "name": "687.jpg",
    "numSteps": 6,
    "owner": "nU9Ayu3pfAcnzNopnppAXNnMyBd2",
    "preprocessing": [
        "auto-orient",
        "crop:[[97,0.359729,0.055256],[97,0.037855,0.885015],[96,0.721585,0.823091],[96,0.100331,0.478285],[81,0.195617,0.588553],[99,0.605686,0.189735]]",
        "resize:[\"Stretch to\",640,640]",
        "flip:[[\"horizontal\"],[\"horizontal\"],[\"horizontal\"],[\"horizontal\"],[\"horizontal\"],[]]",
        "ninety:[[90],[0],[90],[90],[-90],[0]]",
        "rotate:[[-7],[-8],[3],[7],[-10],[-5]]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "90° Rotate",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Rotation",
            "value": "Applied Per Bounding Box"
        }
    ],
    "source": "4N7iRM0G8F9vBkcAl2pk",
    "split": "train",
    "split.ZAXOlj7ynuNKG7vQMSw4.4": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[[97,0.359729,0.055256],[97,0.037855,0.885015],[96,0.721585,0.823091],[96,0.100331,0.478285],[81,0.195617,0.588553],[99,0.605686,0.189735]]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[[\\\"horizontal\\\"],[\\\"horizontal\\\"],[\\\"horizontal\\\"],[\\\"horizontal\\\"],[\\\"horizontal\\\"],[]]\",\n    \"ninety:[[90],[0],[90],[90],[-90],[0]]\",\n    \"rotate:[[-7],[-8],[3],[7],[-10],[-5]]\"\n]",
    "updated": 1727171570021,
    "updatedDate": "Nov 21, 56701",
    "updatedTime": "4:33PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "ZAXOlj7ynuNKG7vQMSw4/4"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Clematis grata Wall - v11 buat SAM2",
            "x": 194,
            "y": 326,
            "width": 160.9375,
            "height": 161
        },
        {
            "label": "Clematis grata Wall - v11 buat SAM2",
            "x": 377,
            "y": 363.5,
            "width": 169.9375,
            "height": 196
        },
        {
            "label": "Clematis grata Wall - v11 buat SAM2",
            "x": 452.5,
            "y": 417.5,
            "width": 105.75,
            "height": 105.8125
        },
        {
            "label": "Clematis grata Wall - v11 buat SAM2",
            "x": 378,
            "y": 557.5,
            "width": 86.75,
            "height": 87.25
        },
        {
            "label": "Clematis grata Wall - v11 buat SAM2",
            "x": 486.5,
            "y": 531,
            "width": 69.75,
            "height": 69.25
        },
        {
            "label": "Clematis grata Wall - v11 buat SAM2",
            "x": 368.5,
            "y": 214,
            "width": 140,
            "height": 57.5
        }
    ],
    "height": 640,
    "key": "687_jpg.rf.ac832c6770ffe5834072a2c4de51f47c.jpg",
    "width": 640
}

Clematis Bounding Box

Dataset Versions

144 Bounding Box

Popular Download Formats

264 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Tags

Attributes

687.jpg

Updated Nov 21, 56701

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data