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Human and trash detection v1

Object Detection

Dataset Versions

Try Pre-Trained Model

2024-11-03 5:48am

5 months ago

2024-11-03 5:48am

Generated on Nov 3, 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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9856 Total Images

View All Images

Dataset Split

Train Set 89%

8788Images

Valid Set 10%

950Images

Test Set 1%

118Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

No augmentations were applied.

Similar Projects

Annotations

Group: people-Person-Trash-

Trash

Unused Classes

People

Trash

Attributes

000031.jpg

640x640

0.41MP

Updated Dec 10, 56810

5:11AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

Raw Data

Source Data

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    "height": 640,
    "id": "vAVOLBlbVgrOfCSVeSKp",
    "label": [],
    "labels": [],
    "name": "000031.jpg",
    "numSteps": 2,
    "owner": "L3wswfTQ39fgacW81astCR3Lpci2",
    "preprocessing": [
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    "preprocessingParsed": [
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            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        }
    ],
    "source": "vAVOLBlbVgrOfCSVeSKp",
    "split": "train",
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    "status": "generated",
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    "updated": 1730612927480,
    "updatedDate": "Dec 10, 56810",
    "updatedTime": "5:11AM",
    "updatedTimezone": "+00:00",
    "versions": [
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    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "Trash",
            "x": 357.582893,
            "y": 404.52387849999997,
            "width": 115.718482,
            "height": 431.105467,
            "points": [
                [
                    310.900174,
                    620.076612
                ],
                [
                    332.957865,
                    618.663091
                ],
                [
                    366.670222,
                    537.169494
                ],
                [
                    390.104506,
                    486.068088
                ],
                [
                    395.904908,
                    478.414554
                ],
                [
                    402.409777,
                    473.341646
                ],
                [
                    415.442134,
                    188.971145
                ],
                [
                    407.249603,
                    193.352055
                ],
                [
                    383.843874,
                    233.78466
                ],
                [
                    325.488642,
                    341.871578
                ],
                [
                    323.236935,
                    352.580111
                ],
                [
                    299.723652,
                    399.973648
                ],
                [
                    300.754928,
                    479.786849
                ],
                [
                    305.999745,
                    613.260095
                ],
                [
                    310.547009,
                    608.681732
                ],
                [
                    310.900174,
                    620.076612
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Trash",
            "x": 410.20590000000004,
            "y": 135.345788,
            "width": 2.8003759999999716,
            "height": 16.364326000000005,
            "points": [
                [
                    411.127629,
                    139.809995
                ],
                [
                    411.606088,
                    127.163625
                ],
                [
                    408.840857,
                    130.39712
                ],
                [
                    408.805712,
                    143.527951
                ],
                [
                    411.127629,
                    139.809995
                ]
            ]
        }
    ],
    "height": 640,
    "key": "000031_jpg.rf.e7e77204a7ef434d68fa0ec462807885.jpg",
    "width": 640
}

Human and trash detection v1

Dataset Versions

2024-11-03 5:48am

Popular Download Formats

9856 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Attributes

000031.jpg

Updated Dec 10, 56810

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data