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Plastic Detection Dataset

Object Detection

Dataset Versions

Try Pre-Trained Model

2024-09-04 1:40am

7 months ago

2024-09-04 1:40am

Generated on Sep 4, 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.

512 Total Images

View All Images

Dataset Split

Train Set 87%

447Images

Valid Set 9%

44Images

Test Set 4%

21Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Flip: Horizontal, Vertical

Crop: 0% Minimum Zoom, 20% Maximum Zoom

Rotation: Between -15° and +15°

Similar Projects

Annotations

Group: plastic

plasticbag

Unused Classes

plasticbottle

plasticbox

Attributes

2024-09-03-17-56-28-791.PNG

640x640

0.41MP

Updated Mar 12, 56646

4:53PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Crop

Keep 99%
Centered on 15%, 21%

Resize

Stretch to 640x640

Rotation

-9°

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "1ciRNarLyNdmwkAg0wJn"
    ],
    "destination": "4fcee1fa7bae32d8f5236c12a209ba13",
    "height": 640,
    "id": "SsRm7MRtXfI3EGuf7woI",
    "label": [],
    "labels": [],
    "name": "2024-09-03-17-56-28-791.PNG",
    "numSteps": 4,
    "owner": "oAghSbLmDZMYU9kxC9VMlbHuqaz1",
    "preprocessing": [
        "auto-orient",
        "crop:[99,0.153576,0.207096]",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[-9]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 99%<br />Centered on 15%, 21%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "-9°"
        }
    ],
    "source": "SsRm7MRtXfI3EGuf7woI",
    "split": "train",
    "split.1ciRNarLyNdmwkAg0wJn.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[99,0.153576,0.207096]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[-9]\"\n]",
    "updated": 1725414022382,
    "updatedDate": "Mar 12, 56646",
    "updatedTime": "4:53PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "1ciRNarLyNdmwkAg0wJn/2"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "plasticbag",
            "x": 521.5,
            "y": 176.5,
            "width": 59,
            "height": 56
        },
        {
            "label": "plasticbag",
            "x": 479,
            "y": 448,
            "width": 142,
            "height": 207
        },
        {
            "label": "plasticbag",
            "x": 63,
            "y": 41,
            "width": 49,
            "height": 46
        }
    ],
    "height": 640,
    "key": "2024-09-03-17-56-28-791.PNG",
    "width": 640
}

Plastic Detection Dataset

Dataset Versions

2024-09-04 1:40am

Popular Download Formats

512 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Attributes

2024-09-03-17-56-28-791.PNG

Updated Mar 12, 56646

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data