Dataset Versions

2023-11-23 11:44pm

Generated on Nov 24, 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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24 Total Images

View All Images

Dataset Split

Train Set 88%

21Images

Valid Set 8%

2Images

Test Set 4%

1Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Flip: Horizontal

90° Rotate: Clockwise, Counter-Clockwise

Noise: Up to 5% of pixels

Cutout: 3 boxes with 10% size each

Similar Projects

Annotations

Group:

Person

CLASSES

LAYERS

Person

Fs_UmzraMAAPmkJ.jpg

640x640

0.41MP

Updated Mar 29, 55866

1:39PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient	Applied
Resize	Stretch to 640x640

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Person": 48
    },
    "datasets": [
        "SMn6WHcxrgu05A1GC6M8"
    ],
    "destination": "f2b387bac21529ff58e91916912d882c",
    "height": 640,
    "id": "f8WPbldszx0bXY102EWW",
    "label": [],
    "labels": [],
    "name": "Fs_UmzraMAAPmkJ.jpg",
    "numSteps": 2,
    "owner": "yHShAZrFhPRtbJUM1un5j8h50tV2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        }
    ],
    "source": "f8WPbldszx0bXY102EWW",
    "split": "train",
    "split.SMn6WHcxrgu05A1GC6M8.1": "train",
    "split.SMn6WHcxrgu05A1GC6M8.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\"\n]",
    "updated": 1700801069993,
    "updatedDate": "Mar 29, 55866",
    "updatedTime": "1:39PM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "SMn6WHcxrgu05A1GC6M8/1",
        "SMn6WHcxrgu05A1GC6M8/2"
    ],
    "width": 640
}

{
    "boxes": [
        {
            "label": "Person",
            "x": 182.5,
            "y": 106,
            "width": 58,
            "height": 85.5
        },
        {
            "label": "Person",
            "x": 209,
            "y": 204,
            "width": 56,
            "height": 70.5
        },
        {
            "label": "Person",
            "x": 235.5,
            "y": 288.5,
            "width": 67.5,
            "height": 93
        },
        {
            "label": "Person",
            "x": 215.5,
            "y": 377,
            "width": 86.5,
            "height": 82
        }
    ],
    "height": 640,
    "key": "Fs_UmzraMAAPmkJ.jpg",
    "width": 640
}

Test 1