Dataset Versions

2024-08-15 9:18am

2024-06-07 8:52am

2024-06-06 7:56am

2024-06-03 2:19pm

2024-06-03 2:09pm

2024-06-03 9:49am

2024-06-02 9:32pm

2024-05-30 10:23pm

v8

2024-06-07 8:52am

Generated on Jun 7, 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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1090 Total Images

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Dataset Split

Train Set 90%

979Images

Valid Set 10%

111Images

Test Set %

0Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Flip: Horizontal

Bounding Box: Rotation: Between -15° and +15°

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plastic_bag

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Labels

Attributes

Raw Data

Annotations

Group:

plastic_bag

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plastic_bag

1

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Attributes

1717078186-0718646.jpg

640x640

0.41MP

Updated Jul 18, 56402

1:30AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient	Applied
Resize	Stretch to 640x640

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "WwV35RdD0FoQJ5AkUGAv"
    ],
    "destination": "882a5a5174376af6a05a14842c2457ac",
    "height": 640,
    "id": "4X5AvMppjEil8HUgpqwm",
    "label": [],
    "labels": [],
    "name": "1717078186-0718646.jpg",
    "numSteps": 2,
    "owner": "XHDuJi4zibRhPuEG5kMvcXQ5f2v1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        }
    ],
    "source": "4X5AvMppjEil8HUgpqwm",
    "split": "train",
    "split.WwV35RdD0FoQJ5AkUGAv.1": "train",
    "split.WwV35RdD0FoQJ5AkUGAv.3": "train",
    "split.WwV35RdD0FoQJ5AkUGAv.7": "train",
    "split.WwV35RdD0FoQJ5AkUGAv.8": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\"\n]",
    "updated": 1717725144656,
    "updatedDate": "Jul 18, 56402",
    "updatedTime": "1:30AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "WwV35RdD0FoQJ5AkUGAv/1",
        "WwV35RdD0FoQJ5AkUGAv/3",
        "WwV35RdD0FoQJ5AkUGAv/7",
        "WwV35RdD0FoQJ5AkUGAv/8"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "plastic_bag",
            "x": 457,
            "y": 250.5,
            "width": 49,
            "height": 73
        }
    ],
    "height": 640,
    "key": "1717078186-0718646.jpg",
    "width": 640
}

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