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Clasificación de mangos

Object Detection

Dataset Versions

Try Pre-Trained Model

v16

2024-02-21 2:48am

Generated on Feb 21, 2024

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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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1996 Total Images

View All Images

Dataset Split

Train Set 77%

1529Images

Valid Set 3%

65Images

Test Set 20%

402Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 608x608

Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3

Flip: Horizontal

Similar Projects

Annotations

Group:

Mango

image_499.jpg

608x608

0.37MP

Updated Apr 7, 56110

4:09AM

GMT+00:00

Generated by Roboflow

Testing Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 608x608

Modify Classes

Applied

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "9YwIbefui8HSEKTKmb9s"
    ],
    "destination": "fba8de2de4e5e9b884c91d4dc0c90280",
    "height": 608,
    "id": "045hW39OEWifUFxHfr9J",
    "label": [],
    "labels": [],
    "name": "image_499.jpg",
    "numSteps": 3,
    "owner": "pyp9LtB8OBOfSk6HgWCgWecLbAn2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",608,608]",
        "remap:[\"b630be08181df6e05da8d172e09597b7\"]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 608x608"
        },
        {
            "name": "Modify Classes",
            "value": "Applied"
        }
    ],
    "source": "045hW39OEWifUFxHfr9J",
    "split": "test",
    "split.9YwIbefui8HSEKTKmb9s.16": "test",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",608,608]\",\n    \"remap:[\\\"b630be08181df6e05da8d172e09597b7\\\"]\"\n]",
    "updated": 1708501694992,
    "updatedDate": "Apr 7, 56110",
    "updatedTime": "4:09AM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "9YwIbefui8HSEKTKmb9s/16"
    ],
    "width": 608
}

Annotation Data

{
    "boxes": [
        {
            "label": "Mango",
            "x": 385.5,
            "y": 271,
            "width": 94.5,
            "height": 130.5
        },
        {
            "label": "Mango",
            "x": 384,
            "y": 415.5,
            "width": 84,
            "height": 144.5
        },
        {
            "label": "Mango",
            "x": 253,
            "y": 287.5,
            "width": 73.5,
            "height": 128.5
        },
        {
            "label": "Mango",
            "x": 185,
            "y": 318.5,
            "width": 84.5,
            "height": 143.5
        },
        {
            "label": "Mango",
            "x": 208,
            "y": 490.5,
            "width": 93,
            "height": 160
        },
        {
            "label": "Mango",
            "x": 112.5,
            "y": 209.5,
            "width": 48.5,
            "height": 114
        },
        {
            "label": "Mango",
            "x": 186,
            "y": 99,
            "width": 55,
            "height": 95
        },
        {
            "label": "Mango",
            "x": 580.5,
            "y": 46,
            "width": 54.5,
            "height": 79.5
        }
    ],
    "height": 608,
    "key": "image_499.jpg",
    "width": 608
}

Clasificación de mangos

Dataset Versions

2024-02-21 2:48am

Popular Download Formats

1996 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

image_499.jpg

Updated Apr 7, 56110

Generated by Roboflow

Testing Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data