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Garbage detection - 4 classes

Object Detection

Dataset Versions

Try Pre-Trained Model

2023-03-08 7:37pm

Generated on Mar 8, 2023

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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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1029 Total Images

View All Images

Dataset Split

Train Set 80%

826Images

Valid Set %

0Images

Test Set 20%

203Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 416x416

Modify Classes: 0 remapped, 1 dropped

Augmentations

No augmentations were applied.

Similar Projects

Annotations

Group:

Garbage

plastic_bag-50-.jpg

416x416

0.17MP

Updated Sep 19, 55152

4:58PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 416x416

Modify Classes

Applied

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "UezLTKnD5sJxhjEDAict"
    ],
    "destination": "2f7ba0d9e0bb923217f9fb6f59d1d288",
    "height": 416,
    "id": "wO61gOI3PQOgveDM7QUB",
    "label": [],
    "labels": [],
    "name": "plastic_bag-50-.jpg",
    "numSteps": 3,
    "owner": "3S9VOta1uE48rrDxgY4D",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",416,416]",
        "remap:[\"8c0f89eed1f0fd36c5f8d4b9ef06a9c5\"]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        },
        {
            "name": "Modify Classes",
            "value": "Applied"
        }
    ],
    "source": "wO61gOI3PQOgveDM7QUB",
    "split": "train",
    "split.UezLTKnD5sJxhjEDAict.4": "valid",
    "split.UezLTKnD5sJxhjEDAict.5": "valid",
    "split.UezLTKnD5sJxhjEDAict.8": "valid",
    "split.UezLTKnD5sJxhjEDAict.9": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",416,416]\",\n    \"remap:[\\\"8c0f89eed1f0fd36c5f8d4b9ef06a9c5\\\"]\"\n]",
    "updated": 1678284464321,
    "updatedDate": "Sep 19, 55152",
    "updatedTime": "4:58PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "UezLTKnD5sJxhjEDAict/4",
        "UezLTKnD5sJxhjEDAict/5",
        "UezLTKnD5sJxhjEDAict/8",
        "UezLTKnD5sJxhjEDAict/9"
    ],
    "width": 416
}

Annotation Data

{
    "boxes": [
        {
            "label": "Plastic Bag",
            "x": 347,
            "y": 291.5,
            "width": 122.5,
            "height": 249
        },
        {
            "label": "Plastic Bag",
            "x": 166.5,
            "y": 208.5,
            "width": 145,
            "height": 348
        },
        {
            "label": "Plastic Bag",
            "x": 236.5,
            "y": 167.5,
            "width": 74,
            "height": 284.5
        }
    ],
    "height": 416,
    "key": "plastic_bag (50).jpg",
    "width": 416
}

Garbage detection - 4 classes

Dataset Versions

2023-03-08 7:37pm

Popular Download Formats

1029 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

plastic_bag-50-.jpg

Updated Sep 19, 55152

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data