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Chonky squirrels from UofM

Object Detection

Dataset Versions

2023-02-18 11:30pm

2023-02-18 11:30pm

Generated on Feb 19, 2023

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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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1122 Total Images

View All Images

Dataset Split

Train Set 87%

981Images

Valid Set 8%

93Images

Test Set 4%

48Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Flip: Horizontal

Rotation: Between -15° and +15°

Shear: ±15° Horizontal, ±15° Vertical

Saturation: Between -32% and +32%

Noise: Up to 6% of pixels

Similar Projects

Annotations

Group:

UMSquirrels

305075892_815465759463380_4205668274031400288_n-2-.jpg

640x640

0.41MP

Updated Jan 28, 55105

3:15PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

Rotation

-9°

Shear

X: 14°
Y: 7°

Saturation

-31%

Noise

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "Gzel1kcii20kkiIvbTxr"
    ],
    "destination": "d9d71a796164fff667bfc4fb16804608",
    "height": 640,
    "id": "aPwB6hqdON22gpIUvAge",
    "label": [],
    "labels": [],
    "name": "305075892_815465759463380_4205668274031400288_n-2-.jpg",
    "numSteps": 6,
    "owner": "C39fJ9TQP4QHmscJn9bXu6m56Sb2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[-9]",
        "shear:[14,7]",
        "saturation:[-31]",
        "noise:[1,746078]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "-9°"
        },
        {
            "name": "Shear",
            "value": "X: 14°<br/>Y: 7°"
        },
        {
            "name": "Saturation",
            "value": "-31%"
        },
        {
            "name": "Noise",
            "value": "1%"
        }
    ],
    "source": "aPwB6hqdON22gpIUvAge",
    "split": "train",
    "split.Gzel1kcii20kkiIvbTxr.4": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[-9]\",\n    \"shear:[14,7]\",\n    \"saturation:[-31]\",\n    \"noise:[1,746078]\"\n]",
    "updated": 1676781011747,
    "updatedDate": "Jan 28, 55105",
    "updatedTime": "3:15PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "Gzel1kcii20kkiIvbTxr/4"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "UMSquirrels",
            "x": 313.5703322304264,
            "y": 325.5407468775644,
            "width": 621.3448201933586,
            "height": 628.9185062448712
        }
    ],
    "height": 640,
    "key": "305075892_815465759463380_4205668274031400288_n (2).jpg",
    "width": 640
}

Chonky squirrels from UofM

Dataset Versions

2023-02-18 11:30pm

Popular Download Formats

1122 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Tags

Attributes

305075892_815465759463380_4205668274031400288_n-2-.jpg

Updated Jan 28, 55105

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data