Dataset Versions

v11

2024-03-25 6:33pm

Generated on Mar 25, 2024

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Dataset Split

Train Set 84%
1086Images
Valid Set 9%
120Images
Test Set 7%
91Images

Preprocessing

Auto-Orient: Applied
Static Crop: 18-65% Horizontal Region, 31-89% Vertical Region

Augmentations

Outputs per training example: 3
Flip: Horizontal
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical

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Capstone_Dash
Annotate
20240118172639_000128A-frame-at-0m16s.jpg
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train
Labels
Attributes
Raw Data

Annotations

Group:
pedestrians-cyclists

CLASSES

LAYERS

 
Pedestrian
1

Unused Classes

12
Cyclist

Tags

No Tags Applied
Type and select tags below to add them to the image.

Attributes

20240118172639_000128A-frame-at-0m16s.jpg

963x668
0.64MP

Updated Mar 25, 2024

10:33PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Resize Fit within 2048x2048
Auto-Orient Applied
Static Crop X: 18% to 65%
Y: 31% to 89%
Shear Applied Per Bounding Box
Flip Horizontal

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Pedestrian": 1828,
        "Cyclist": 173
    },
    "datasets": [
        "vdBrWkHMPpLRRulRkxF7"
    ],
    "destination": "8b960857826263ba271773b2298fc637",
    "height": 668,
    "id": "mW04OrQDQoaKYBgQbsI1",
    "label": [],
    "labels": [],
    "name": "20240118172639_000128A-frame-at-0m16s.jpg",
    "numSteps": 5,
    "owner": "jNUtxqLLTEWyWyJqdZOs8Prbbp12",
    "preprocessing": [
        "resize:[\"Fit within\",2048,2048]",
        "auto-orient",
        "static-crop:[18,65,31,89]",
        "shear:[[8,-1]]",
        "flip:[\"horizontal\"]"
    ],
    "preprocessingParsed": [
        {
            "name": "Resize",
            "value": "Fit within 2048x2048"
        },
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Static Crop",
            "value": "X: 18% to 65%<br/>Y: 31% to 89%"
        },
        {
            "name": "Shear",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        }
    ],
    "source": "mW04OrQDQoaKYBgQbsI1",
    "split": "train",
    "split.vdBrWkHMPpLRRulRkxF7.11": "train",
    "status": "generated",
    "transforms": "[\n    \"resize:[\\\"Fit within\\\",2048,2048]\",\n    \"auto-orient\",\n    \"static-crop:[18,65,31,89]\",\n    \"shear:[[8,-1]]\",\n    \"flip:[\\\"horizontal\\\"]\"\n]",
    "updated": {
        "_seconds": 1711406014,
        "_nanoseconds": 454000000
    },
    "updatedDate": "Mar 25, 2024",
    "updatedTime": "10:33PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "vdBrWkHMPpLRRulRkxF7/11"
    ],
    "width": 963
}
{
    "boxes": [
        {
            "label": "Pedestrian",
            "x": 37,
            "y": 283.5,
            "width": 74,
            "height": 261
        }
    ],
    "height": 668,
    "key": "20240118172639_000128A - frame at 0m16s.jpg",
    "width": 963
}

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