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Object Detection

Dataset Versions

Try Pre-Trained Model

2023-05-21 11:53pm

Generated on May 21, 2023

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.

5576 Total Images

View All Images

Dataset Split

Train Set 84%

4692Images

Valid Set 12%

664Images

Test Set 4%

220Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Grayscale: Applied

Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3

Flip: Horizontal

90° Rotate: Clockwise, Counter-Clockwise

Rotation: Between -15° and +15°

Grayscale: Apply to 25% of images

Hue: Between -25° and +25°

Saturation: Between -25% and +25%

Brightness: Between -7% and +0%

Noise: Up to 5% of pixels

Similar Projects

Annotations

Group: trash

Mixed Plastics

cardboard

Unused Classes

cardboard-Carton

greasy-cardboard

Attributes

Carton_113.jpg

640x640

0.41MP

Updated Oct 23, 55355

4:16AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Tile

Row: 1 of 2
Column: 1 of 2

Resize

Stretch to 640x640

Grayscale

Applied

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "d9Uh2iO7i7FTqqTcxHu3"
    ],
    "destination": "91a360bc9c3780d7bd0c07cd12b9414c",
    "height": 640,
    "id": "dFvrUY09R2JQ30xJ6F6O",
    "label": [],
    "labels": [],
    "name": "Carton_113.jpg",
    "numSteps": 4,
    "owner": "ZCH46XAaWfXXp7JnevcCryuxbit1",
    "preprocessing": [
        "auto-orient",
        "tile:[0,0,2,2]",
        "resize:[\"Stretch to\",640,640]",
        "grayscale"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Tile",
            "value": "Row: 1 of 2<br/>Column: 1 of 2"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        }
    ],
    "source": "dFvrUY09R2JQ30xJ6F6O",
    "split": "train",
    "split.d9Uh2iO7i7FTqqTcxHu3.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"tile:[0,0,2,2]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"grayscale\"\n]",
    "updated": 1684693397766,
    "updatedDate": "Oct 23, 55355",
    "updatedTime": "4:16AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "d9Uh2iO7i7FTqqTcxHu3/2"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "cardboard",
            "x": 542.0417199999999,
            "y": 543.2142855,
            "width": 195.91656,
            "height": 193.57142900000002,
            "points": [
                [
                    640,
                    538.438943
                ],
                [
                    610.714286,
                    492.857143
                ],
                [
                    557.142857,
                    446.428571
                ],
                [
                    444.08344,
                    640
                ],
                [
                    640,
                    640
                ],
                [
                    640,
                    538.438943
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Mixed Plastics",
            "x": 487.5,
            "y": 517.8571425,
            "width": 110.71428599999996,
            "height": 157.14285700000005,
            "points": [
                [
                    532.142857,
                    439.285714
                ],
                [
                    485.714286,
                    446.428571
                ],
                [
                    432.142857,
                    560.714286
                ],
                [
                    464.285714,
                    596.428571
                ],
                [
                    542.857143,
                    482.142857
                ],
                [
                    532.142857,
                    439.285714
                ]
            ]
        }
    ],
    "height": 640,
    "key": "Carton_113_jpg.rf.763c2eeba161a24b4d73c9e02950b08c.jpg",
    "width": 640
}

Checking the recylability status

Dataset Versions

2023-05-21 11:53pm

Popular Download Formats

5576 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Attributes

Carton_113.jpg

Updated Oct 23, 55355

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data