Edit Project

LED_latest_lessD75-GB_EPI-Border-Anomaly2

Object Detection

Dataset Versions

v16

5

Generated on Dec 3, 2021

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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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421 Total Images

View All Images

Dataset Split

Train Set 76%

320Images

Valid Set 24%

101Images

Test Set %

0Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 1

Rotation: Between -25° and +25°

Similar Projects

Annotations

Group:

LED

000134.jpg

2048x1536

3.15MP

Updated Sep 25, 53892

6:24AM

GMT+00:00

Generated by Roboflow

Training Set

Raw Data

Source Data

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    "numSteps": 1,
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    "preprocessing": [
        "rotate:[-11]"
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    "preprocessingParsed": [
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            "value": "-11°"
        }
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    "split": "train",
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    "status": "generated",
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    "updatedDate": "Sep 25, 53892",
    "updatedTime": "6:24AM",
    "updatedTimezone": "+00:00",
    "versions": [
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    ],
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}

Annotation Data

{
    "boxes": [
        {
            "label": "D75-GB",
            "x": 1217,
            "y": 1055,
            "width": 518,
            "height": 499
        },
        {
            "label": "D75-GB",
            "x": 1702.5,
            "y": 1151,
            "width": 518,
            "height": 496
        },
        {
            "label": "D75-GB",
            "x": 737,
            "y": 964,
            "width": 517,
            "height": 497
        },
        {
            "label": "D75-GB",
            "x": 257,
            "y": 871.5,
            "width": 514,
            "height": 499
        },
        {
            "label": "D75-GB",
            "x": 1386,
            "y": 177.5,
            "width": 488,
            "height": 321
        },
        {
            "label": "D75-GB",
            "x": 1839,
            "y": 272,
            "width": 416,
            "height": 320
        },
        {
            "label": "D75-GB",
            "x": 906,
            "y": 123,
            "width": 486,
            "height": 246
        },
        {
            "label": "D75-GB",
            "x": 423,
            "y": 76.5,
            "width": 484,
            "height": 153
        },
        {
            "label": "D75-GB",
            "x": 1627,
            "y": 1461,
            "width": 484,
            "height": 148
        },
        {
            "label": "D75-GB",
            "x": 212,
            "y": 1266,
            "width": 424,
            "height": 320
        },
        {
            "label": "D75-GB",
            "x": 662,
            "y": 1359,
            "width": 484,
            "height": 319
        },
        {
            "label": "D75-GB",
            "x": 1143,
            "y": 1414.5,
            "width": 484,
            "height": 241
        },
        {
            "label": "D75-GB",
            "x": 1790.5,
            "y": 667.5,
            "width": 513,
            "height": 499
        },
        {
            "label": "D75-GB",
            "x": 831,
            "y": 481,
            "width": 512,
            "height": 496
        },
        {
            "label": "D75-GB",
            "x": 1309.5,
            "y": 574.5,
            "width": 518,
            "height": 500
        },
        {
            "label": "D75-GB",
            "x": 346,
            "y": 387.5,
            "width": 514,
            "height": 495
        }
    ],
    "height": 1536,
    "key": "000134.jpg",
    "width": 2048
}

LED_latest_lessD75-GB_EPI-Border-Anomaly2

Dataset Versions

5

Popular Download Formats

421 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

000134.jpg

Updated Sep 25, 53892

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data