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Plant Name based on Leaf Shape

Object Detection

Dataset Versions

Try Pre-Trained Model

Training -no segmented img-

2023-09-08 8:49am

Generated on Sep 8, 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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553 Total Images

View All Images

Dataset Split

Train Set 60%

333Images

Valid Set 20%

110Images

Test Set 20%

110Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Blur: Up to 3.5px

Bounding Box: Rotation: Between -45° and +45°

Similar Projects

Annotations

Group:

Shape

Nerium-Oleander-3-.JPG

640x640

0.41MP

Updated Dec 22, 55654

10:52AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

Rotation

Applied Per Bounding Box

Blur

2px

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "TeVrGEZ5az3xDRQdnUIh"
    ],
    "destination": "50b8ee9e61e0f332a6bd478c90b6a89d",
    "height": 640,
    "id": "FQhaKRvBYYyz198AWUjc",
    "label": [],
    "labels": [],
    "name": "Nerium-Oleander-3-.JPG",
    "numSteps": 4,
    "owner": "JPuyjgw3npf5ZYsxONggSAzj4Ii2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[[9]]",
        "blur:[2]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Blur",
            "value": "2px"
        }
    ],
    "source": "FQhaKRvBYYyz198AWUjc",
    "split": "train",
    "split.TeVrGEZ5az3xDRQdnUIh.7": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[[9]]\",\n    \"blur:[2]\"\n]",
    "updated": 1694134176725,
    "updatedDate": "Dec 22, 55654",
    "updatedTime": "10:52AM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "TeVrGEZ5az3xDRQdnUIh/7"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Nerium Oleander",
            "x": 351.5,
            "y": 281,
            "width": 149,
            "height": 489.5
        }
    ],
    "height": 640,
    "key": "Nerium Oleander (3).JPG",
    "width": 640
}

Plant Name based on Leaf Shape

Dataset Versions

2023-09-08 8:49am

Popular Download Formats

553 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

Nerium-Oleander-3-.JPG

Updated Dec 22, 55654

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data