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Lengua de señas chilena desde cero

Object Detection

Dataset Versions

2022-11-07 10:00am

Primera version con 17 clases

2 years ago

2022-11-05 12:57am

Generated on Nov 5, 2022

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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

Choose another format.

1198 Total Images

View All Images

Dataset Split

Train Set 88%

1050Images

Valid Set 8%

97Images

Test Set 4%

51Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3

Flip: Horizontal

Crop: 0% Minimum Zoom, 20% Maximum Zoom

Rotation: Between -5° and +5°

Shear: ±5° Horizontal, ±5° Vertical

Grayscale: Apply to 15% of images

Brightness: Between -25% and +25%

Blur: Up to 1.25px

Similar Projects

Annotations

Group:

Letters

IMG-20221104-WA0089.jpg

416x416

0.17MP

Updated Oct 17, 54814

10:09PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Crop

Keep 93%
Centered on 16%, 73%

Resize

Stretch to 416x416

Rotation

2°

Shear

X: -2°
Y: 2°

Brightness

-23%

Blur

0.75px

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "classes": {
        "A": 50,
        "B": 49,
        "C": 47,
        "E": 47,
        "G": 15,
        "J": 46,
        "L": 50,
        "M": 28,
        "N": 23,
        "O": 27,
        "Q": 28,
        "R": 33,
        "S": 0,
        "T": 26,
        "U": 9,
        "V": 8,
        "W": 6,
        "Y": 5
    },
    "datasets": [
        "vuz1Rfu5vWihpwVdyBCC"
    ],
    "destination": "2a3b0b3fbb88ca8b772094c1f36451b8",
    "height": 416,
    "id": "t0WJt0Nly2tJD7vddCmD",
    "label": [],
    "labels": [],
    "name": "IMG-20221104-WA0089.jpg",
    "numSteps": 7,
    "owner": "ZPmt7JSYaPXHtigndvizll5GP633",
    "preprocessing": [
        "auto-orient",
        "crop:[93,0.164896,0.729667]",
        "resize:[\"Stretch to\",416,416]",
        "rotate:[2]",
        "shear:[-2,2]",
        "brightness:[-23]",
        "blur:[0.75]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 93%<br />Centered on 16%, 73%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        },
        {
            "name": "Rotation",
            "value": "2°"
        },
        {
            "name": "Shear",
            "value": "X: -2°<br/>Y: 2°"
        },
        {
            "name": "Brightness",
            "value": "-23%"
        },
        {
            "name": "Blur",
            "value": "0.75px"
        }
    ],
    "source": "t0WJt0Nly2tJD7vddCmD",
    "split": "train",
    "split.vuz1Rfu5vWihpwVdyBCC.6": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[93,0.164896,0.729667]\",\n    \"resize:[\\\"Stretch to\\\",416,416]\",\n    \"rotate:[2]\",\n    \"shear:[-2,2]\",\n    \"brightness:[-23]\",\n    \"blur:[0.75]\"\n]",
    "updated": 1667620649343,
    "updatedDate": "Oct 17, 54814",
    "updatedTime": "10:09PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "vuz1Rfu5vWihpwVdyBCC/6"
    ],
    "width": 416
}

Annotation Data

{
    "boxes": [
        {
            "label": "C",
            "x": 239.32987602801572,
            "y": 189.31010691278397,
            "width": 175.6174114322028,
            "height": 141.02467330362072
        }
    ],
    "height": 416,
    "key": "IMG-20221104-WA0089.jpg",
    "width": 416
}

Lengua de señas chilena desde cero

Dataset Versions

2022-11-05 12:57am

Popular Download Formats

1198 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

IMG-20221104-WA0089.jpg

Updated Oct 17, 54814

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data