Dataset Versions

2024-11-13 4:45am

Generated on Nov 13, 2024

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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

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540 Total Images

View All Images

Dataset Split

Train Set 89%

483Images

Valid Set 7%

39Images

Test Set 3%

18Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Flip: Horizontal, Vertical

Rotation: Between -15° and +15°

Saturation: Between -39% and +39%

Noise: Up to 0.34% of pixels

Similar Projects

Annotations

Group: general

recyclable-cardbox

Unused Classes

big-waste

food-waste

general-blue

general-green

gunny-bag

gunny-bag-orange

recyclable-bag-white

recyclable-icebox

Attributes

01128.jpg

640x640

0.41MP

Updated Mar 14, 56838

12:29PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

Flip

Vertical

Rotation

2°

Saturation

-12%

Noise

0.17%

Raw Data

Source Data

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    "height": 640,
    "id": "oV2EwToUueDlZB348a5z",
    "label": [],
    "labels": [],
    "name": "01128.jpg",
    "numSteps": 6,
    "owner": "hd4sr2gcmIeHSTZaDX28xEwkymu1",
    "preprocessing": [
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        "flip:[\"vertical\"]",
        "rotate:[2]",
        "saturation:[-12]",
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    "preprocessingParsed": [
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        },
        {
            "name": "Flip",
            "value": "Vertical"
        },
        {
            "name": "Rotation",
            "value": "2°"
        },
        {
            "name": "Saturation",
            "value": "-12%"
        },
        {
            "name": "Noise",
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        }
    ],
    "source": "oV2EwToUueDlZB348a5z",
    "split": "train",
    "split.EBhAnYO4e5uxan135ry0.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"vertical\\\"]\",\n    \"rotate:[2]\",\n    \"saturation:[-12]\",\n    \"noise:[0.17,639767]\"\n]",
    "updated": 1731473152167,
    "updatedDate": "Mar 14, 56838",
    "updatedTime": "12:29PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "EBhAnYO4e5uxan135ry0/1"
    ],
    "width": 640
}

Annotation Data

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    "height": 640,
    "key": "01128.jpg",
    "width": 640
}

Capstone 1