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Bounding Box for Tree Components

Object Detection

Dataset Versions

2024-04-25 5:05pm

2024-04-25 5:05pm

Generated on Apr 25, 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.

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2969 Total Images

View All Images

Dataset Split

Train Set 96%

2841Images

Valid Set 4%

127Images

Test Set 0%

1Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 1280x1280

Grayscale: Applied

Augmentations

Outputs per training example: 3

Flip: Horizontal

Rotation: Between -15° and +15°

Hue: Between -25° and +25°

Brightness: Between -10% and +10%

Noise: Up to 3% of pixels

Similar Projects

Annotations

Group:

budleBranch-monopodialBranch-tree-knot-crown-root-frut

-_-_-_2_digital_tree_20220905104224.png

1280x1280

1.64MP

Updated Jul 10, 56285

7:07AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 1280x1280

Grayscale

Applied

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "classes": {
        "bundle_branch": 441,
        "crown": 1023,
        "frut": 2648,
        "knot": 902,
        "monopodial_branch": 832,
        "root": 302
    },
    "datasets": [
        "f0bDvGd87nhi6HGNndVB"
    ],
    "destination": "85133b9fa8d088f2f9c9cc4e820c3f12",
    "height": 1280,
    "id": "kRi8YuCL8nSQkDci47X2",
    "label": [],
    "labels": [],
    "name": "-_-_-_2_digital_tree_20220905104224.png",
    "numSteps": 3,
    "owner": "UqfZaBXoZFLpjv7kRqm3",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",1280,1280]",
        "grayscale"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 1280x1280"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        }
    ],
    "source": "kRi8YuCL8nSQkDci47X2",
    "split": "train",
    "split.f0bDvGd87nhi6HGNndVB.1": "train",
    "split.f0bDvGd87nhi6HGNndVB.4": "train",
    "split.f0bDvGd87nhi6HGNndVB.5": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",1280,1280]\",\n    \"grayscale\"\n]",
    "updated": 1714032342470,
    "updatedDate": "Jul 10, 56285",
    "updatedTime": "7:07AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "f0bDvGd87nhi6HGNndVB/1",
        "f0bDvGd87nhi6HGNndVB/4",
        "f0bDvGd87nhi6HGNndVB/5"
    ],
    "width": 1280
}

Annotation Data

{
    "boxes": [
        {
            "label": "crown",
            "x": 458,
            "y": 449,
            "width": 417.5,
            "height": 374.5
        },
        {
            "label": "bundle_branch",
            "x": 450.5,
            "y": 492,
            "width": 275,
            "height": 291.5
        }
    ],
    "height": 1280,
    "key": "꿈꾸는 유치원_글여울반_김다은_2_digital_tree_20220905104224.png",
    "width": 1280
}

Bounding Box for Tree Components

Dataset Versions

2024-04-25 5:05pm

Popular Download Formats

2969 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

-_-_-_2_digital_tree_20220905104224.png

Updated Jul 10, 56285

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data