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Bounding Box for Tree Components

Object Detection

Dataset Versions

2024-04-25 5:05pm

2023-09-04 9:27pm

Generated on Sep 4, 2023

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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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1075 Total Images

View All Images

Dataset Split

Train Set 88%

947Images

Valid Set 12%

127Images

Test Set 0%

1Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 1280x1280

Augmentations

No augmentations were applied.

Similar Projects

Annotations

Group:

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

5_26_23020_tree.jpg

1280x1280

1.64MP

Updated May 7, 55645

11:29PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 1280x1280

Raw Data

Source Data

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    "camera": "Generated by Roboflow",
    "datasets": [
        "f0bDvGd87nhi6HGNndVB"
    ],
    "destination": "d2f06e5c1708ba03dee23a58019236ec",
    "height": 1280,
    "id": "bFiGY6ZrFEG4ZP3zM5N4",
    "label": [],
    "labels": [],
    "name": "5_26_23020_tree.jpg",
    "numSteps": 2,
    "owner": "UqfZaBXoZFLpjv7kRqm3",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",1280,1280]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 1280x1280"
        }
    ],
    "source": "bFiGY6ZrFEG4ZP3zM5N4",
    "split": "train",
    "split.f0bDvGd87nhi6HGNndVB.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",1280,1280]\"\n]",
    "updated": 1693830439744,
    "updatedDate": "May 7, 55645",
    "updatedTime": "11:29PM",
    "updatedTimezone": "+00:00",
    "user_tags": [
        "bbox",
        "tree",
        "components",
        "object-detection"
    ],
    "versions": [
        "f0bDvGd87nhi6HGNndVB/3"
    ],
    "width": 1280
}

Annotation Data

{
    "boxes": [
        {
            "label": "crown",
            "x": 588.5,
            "y": 304.5,
            "width": 1085,
            "height": 361
        },
        {
            "label": "frut",
            "x": 247,
            "y": 256.5,
            "width": 234.5,
            "height": 124
        },
        {
            "label": "frut",
            "x": 1020,
            "y": 178.5,
            "width": 138,
            "height": 87.5
        },
        {
            "label": "frut",
            "x": 555,
            "y": 328,
            "width": 565.5,
            "height": 297
        },
        {
            "label": "knot",
            "x": 724.5,
            "y": 627,
            "width": 226,
            "height": 126
        },
        {
            "label": "knot",
            "x": 768.5,
            "y": 849.5,
            "width": 213.5,
            "height": 134.5
        },
        {
            "label": "knot",
            "x": 909,
            "y": 1083.5,
            "width": 268,
            "height": 158
        }
    ],
    "height": 1280,
    "key": "5_26_23020_tree.jpg",
    "width": 1280
}

Bounding Box for Tree Components

Dataset Versions

2023-09-04 9:27pm

Popular Download Formats

1075 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

5_26_23020_tree.jpg

Updated May 7, 55645

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data