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Hazardous Substance Annotation

Object Detection

Dataset Versions

Try Pre-Trained Model

2024-08-18 7:30pm

Generated on Aug 18, 2024

Download Dataset

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.

486 Total Images

View All Images

Dataset Split

Train Set 88%

426Images

Valid Set 8%

40Images

Test Set 4%

20Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Flip: Horizontal, Vertical

90° Rotate: Clockwise, Counter-Clockwise, Upside Down

Crop: 5% Minimum Zoom, 15% Maximum Zoom

Saturation: Between -25% and +25%

Brightness: Between -15% and +15%

Noise: Up to 0.1% of pixels

Similar Projects

Annotations

Group:

Metal-Scrap

Screenshot-2024-08-09-055450.jpg

640x640

0.41MP

Updated Sep 7, 56601

6:20PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Crop

Keep 93%
Centered on 3%, 92%

Resize

Stretch to 640x640

Flip

Horizontal

90° Rotate

Applied

Saturation

-7%

Brightness

Noise

0.05%

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
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    ],
    "destination": "6da7d084bc5f0e17ab1bf8a8d113e087",
    "height": 640,
    "id": "0mZVxn8m0C0oCJEZtQXp",
    "label": [],
    "labels": [],
    "name": "Screenshot-2024-08-09-055450.jpg",
    "numSteps": 8,
    "owner": "xQPAvAWyWfUOIHIswEVhpEOqhqx1",
    "preprocessing": [
        "auto-orient",
        "crop:[93,0.031985,0.916075]",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "ninety:[180]",
        "saturation:[-7]",
        "brightness:[4]",
        "noise:[0.05,664298]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 93%<br />Centered on 3%, 92%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Saturation",
            "value": "-7%"
        },
        {
            "name": "Brightness",
            "value": "4%"
        },
        {
            "name": "Noise",
            "value": "0.05%"
        }
    ],
    "source": "0mZVxn8m0C0oCJEZtQXp",
    "split": "train",
    "split.WDygSDKpjY8biYIHmnDo.4": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[93,0.031985,0.916075]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"ninety:[180]\",\n    \"saturation:[-7]\",\n    \"brightness:[4]\",\n    \"noise:[0.05,664298]\"\n]",
    "updated": 1724009422837,
    "updatedDate": "Sep 7, 56601",
    "updatedTime": "6:20PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "WDygSDKpjY8biYIHmnDo/4"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "Shock-Absorbers",
            "x": 82.2391855,
            "y": 369.632653,
            "width": 55.368957,
            "height": 94.040816,
            "points": [
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                ],
                [
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                ],
                [
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                    360.489796
                ],
                [
                    100.966921,
                    355.265306
                ],
                [
                    100.966921,
                    333.061224
                ],
                [
                    86.310433,
                    323.918367
                ],
                [
                    61.882952,
                    322.612245
                ],
                [
                    54.554707,
                    340.897959
                ],
                [
                    56.183206,
                    376.163265
                ],
                [
                    63.51145,
                    400.979592
                ],
                [
                    77.35369,
                    416.653061
                ],
                [
                    96.895674,
                    410.122449
                ],
                [
                    101.78117,
                    395.755102
                ],
                [
                    109.109415,
                    387.918367
                ],
                [
                    109.923664,
                    378.77551
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Shock-Absorbers",
            "x": 468.193384,
            "y": 309.5510205,
            "width": 135.165394,
            "height": 148.897959,
            "points": [
                [
                    514.605598,
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                ],
                [
                    530.890585,
                    300.408163
                ],
                [
                    535.776081,
                    283.428571
                ],
                [
                    534.961832,
                    271.673469
                ],
                [
                    516.234097,
                    235.102041
                ],
                [
                    504.834606,
                    237.714286
                ],
                [
                    448.651399,
                    272.979592
                ],
                [
                    443.765903,
                    267.755102
                ],
                [
                    430.737913,
                    267.755102
                ],
                [
                    415.267176,
                    286.040816
                ],
                [
                    410.381679,
                    323.918367
                ],
                [
                    400.610687,
                    322.612245
                ],
                [
                    404.681934,
                    356.571429
                ],
                [
                    412.824427,
                    370.938776
                ],
                [
                    423.409669,
                    378.77551
                ],
                [
                    438.066158,
                    377.469388
                ],
                [
                    454.351145,
                    359.183673
                ],
                [
                    453.536896,
                    378.77551
                ],
                [
                    455.979644,
                    384
                ],
                [
                    465.750636,
                    381.387755
                ],
                [
                    495.063613,
                    355.265306
                ],
                [
                    506.463104,
                    336.979592
                ],
                [
                    514.605598,
                    333.061224
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Shock-Absorbers",
            "x": 576.8956745,
            "y": 261.2244895,
            "width": 88.75318099999993,
            "height": 96.65306100000001,
            "points": [
                [
                    600.916031,
                    219.428571
                ],
                [
                    590.330789,
                    212.897959
                ],
                [
                    578.931298,
                    218.122449
                ],
                [
                    535.776081,
                    219.428571
                ],
                [
                    532.519084,
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                ],
                [
                    540.661578,
                    287.346939
                ],
                [
                    553.689567,
                    303.020408
                ],
                [
                    581.374046,
                    309.55102
                ],
                [
                    600.916031,
                    308.244898
                ],
                [
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                ],
                [
                    621.272265,
                    293.877551
                ],
                [
                    600.916031,
                    219.428571
                ]
            ]
        }
    ],
    "height": 640,
    "key": "Screenshot 2024-08-09 055450.jpg",
    "width": 640
}

Hazardous Substance Annotation

Dataset Versions

2024-08-18 7:30pm

Popular Download Formats

486 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

Screenshot-2024-08-09-055450.jpg

Updated Sep 7, 56601

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data