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TrashNet: A set of annotated images of trash that can be used for object detection

Object Detection

Dataset Versions

Try Pre-Trained Model

2023-05-22 4:30pm

Generated on May 22, 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.

1757 Total Images

View All Images

Dataset Split

Train Set 70%

1225Images

Valid Set 20%

346Images

Test Set 11%

186Images

Preprocessing

Auto-Orient: Applied

Augmentations

No augmentations were applied.

Similar Projects

Annotations

Group:

idk

glass229.jpg

512x384

0.20MP

Updated Dec 29, 55399

1:41AM

GMT+00:00

Generated by Roboflow

Training Set

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "AwC5Z8Yh72EogwYCKR6g"
    ],
    "destination": "d432367b4a5c8b04223c57e404e14e9b",
    "height": 384,
    "id": "Q4m2RSTLayy7mxEX8PF5",
    "label": [],
    "labels": [],
    "name": "glass229.jpg",
    "numSteps": 1,
    "owner": "lkaLx36WuEcc6ppSlrd2K4kjY4E3",
    "preprocessing": [
        "auto-orient"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        }
    ],
    "source": "Q4m2RSTLayy7mxEX8PF5",
    "split": "train",
    "split.AwC5Z8Yh72EogwYCKR6g.10": "train",
    "split.AwC5Z8Yh72EogwYCKR6g.11": "train",
    "split.AwC5Z8Yh72EogwYCKR6g.12": "train",
    "split.AwC5Z8Yh72EogwYCKR6g.13": "train",
    "split.AwC5Z8Yh72EogwYCKR6g.14": "train",
    "split.AwC5Z8Yh72EogwYCKR6g.15": "train",
    "split.AwC5Z8Yh72EogwYCKR6g.16": "train",
    "split.AwC5Z8Yh72EogwYCKR6g.18": "train",
    "split.AwC5Z8Yh72EogwYCKR6g.19": "train",
    "split.AwC5Z8Yh72EogwYCKR6g.20": "train",
    "split.AwC5Z8Yh72EogwYCKR6g.5": "train",
    "split.AwC5Z8Yh72EogwYCKR6g.6": "train",
    "split.AwC5Z8Yh72EogwYCKR6g.7": "train",
    "split.AwC5Z8Yh72EogwYCKR6g.8": "train",
    "split.AwC5Z8Yh72EogwYCKR6g.9": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\"\n]",
    "updated": 1686087711714,
    "updatedDate": "Dec 29, 55399",
    "updatedTime": "1:41AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "AwC5Z8Yh72EogwYCKR6g/10",
        "AwC5Z8Yh72EogwYCKR6g/11",
        "AwC5Z8Yh72EogwYCKR6g/12",
        "AwC5Z8Yh72EogwYCKR6g/13",
        "AwC5Z8Yh72EogwYCKR6g/14",
        "AwC5Z8Yh72EogwYCKR6g/15",
        "AwC5Z8Yh72EogwYCKR6g/16",
        "AwC5Z8Yh72EogwYCKR6g/18",
        "AwC5Z8Yh72EogwYCKR6g/19",
        "AwC5Z8Yh72EogwYCKR6g/20",
        "AwC5Z8Yh72EogwYCKR6g/5",
        "AwC5Z8Yh72EogwYCKR6g/6",
        "AwC5Z8Yh72EogwYCKR6g/7",
        "AwC5Z8Yh72EogwYCKR6g/8",
        "AwC5Z8Yh72EogwYCKR6g/9"
    ],
    "width": 512
}

Annotation Data

{
    "boxes": [
        {
            "label": "glass",
            "x": 257.22,
            "y": 202.22,
            "width": 413.3299999999999,
            "height": 256.67
        }
    ],
    "height": 384,
    "key": "glass229.jpg",
    "width": 512
}

TrashNet: A set of annotated images of trash that can be used for object detection

Dataset Versions

2023-05-22 4:30pm

Popular Download Formats

1757 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

glass229.jpg

Updated Dec 29, 55399

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data