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last_dataset_augmented_pour_resolution

Object Detection

Dataset Versions

2024-05-05 5:46pm

2024-05-04 2:21am

Generated on May 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

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3950 Total Images

View All Images

Dataset Split

Train Set 87%

3442Images

Valid Set 8%

334Images

Test Set 4%

174Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2

90° Rotate: Clockwise, Counter-Clockwise, Upside Down

Crop: 0% Minimum Zoom, 15% Maximum Zoom

Brightness: Between -16% and +16%

Similar Projects

Annotations

Group:

alss-ROS7

bottle-756-.jpg

640x640

0.41MP

Updated May 25, 56309

3:34PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Crop

Keep 85%
Centered on 28%, 34%

Resize

Stretch to 640x640

90° Rotate

Applied

Brightness

-7%

Raw Data

Source Data

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    "height": 640,
    "id": "fgSaS81VggUCbp8Crghe",
    "label": [],
    "labels": [],
    "name": "bottle-756-.jpg",
    "numSteps": 5,
    "owner": "0WOGnOjkZtVJmZJuzhmXVddJrrX2",
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        },
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        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Brightness",
            "value": "-7%"
        }
    ],
    "source": "fgSaS81VggUCbp8Crghe",
    "split": "train",
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    "status": "generated",
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    "updated": 1714785694492,
    "updatedDate": "May 25, 56309",
    "updatedTime": "3:34PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "XF8be9iv6Z3ibQkvlE87/2"
    ],
    "width": 640
}

Annotation Data

{
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            "type": "polygon",
            "label": "plastic",
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            "y": 400.1592685,
            "width": 534.682091,
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        }
    ],
    "height": 640,
    "key": "bottle-756-_jpg.rf.a7c27d9703796e3a8ebee4c383e3b141.jpg",
    "width": 640
}

last_dataset_augmented_pour_resolution

Dataset Versions

2024-05-04 2:21am

Popular Download Formats

3950 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

bottle-756-.jpg

Updated May 25, 56309

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data