Dataset Versions

v1

2023-12-04 1:04pm

Generated on Dec 4, 2023

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Dataset Split

Train Set 93%
24162Images
Valid Set 4%
1093Images
Test Set 2%
600Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Blur: Up to 3px
Noise: Up to 8% of pixels
Cutout: 3 boxes with 35% size each

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2022-01-29-00-03-00_mp4-331.jpg
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Attributes
Raw Data

Annotations

Group:
cod

CLASSES

LAYERS

Unused Classes

0
Bullet Shell
MP7
MW2_body
Person
Rolex
Shotgun Ammo
Tree
body
person

Tags

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Type and select tags below to add them to the image.

Attributes

2022-01-29-00-03-00_mp4-331.jpg

640x640
0.41MP

Updated Dec 4, 2023

6:04PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Blur 1.5px
Noise 1%
Cutout Applied

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "0": 2799,
        "Bullet Shell": 14,
        "MP7": 607,
        "Rolex": 206,
        "person": 7561,
        "Tree": 1463,
        "MW2_body": 461,
        "Shotgun Ammo": 14,
        "body": 399,
        "Person": 126
    },
    "datasets": [
        "Q4hpZO4kSWfJHi0lgJXD"
    ],
    "destination": "1c87939ade23a86edbb3926ad4d81573",
    "height": 640,
    "id": "C7pqN9Urmn2Bd4wqmenK",
    "label": [],
    "labels": [],
    "name": "2022-01-29-00-03-00_mp4-331.jpg",
    "numSteps": 5,
    "owner": "ZKHEbR9NTAdujFtE66trbDyjYgr1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "blur:[1.5]",
        "noise:[1,691632]",
        "cutout:[{\"masks\":[[35,0.1118207643617728,0.7507747922137276],[35,0.3110515564693699,0.6684154442315589],[35,0.015406597081045081,0.8348565685256875]]}]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Blur",
            "value": "1.5px"
        },
        {
            "name": "Noise",
            "value": "1%"
        },
        {
            "name": "Cutout",
            "value": "Applied"
        }
    ],
    "source": "C7pqN9Urmn2Bd4wqmenK",
    "split": "train",
    "split.Q4hpZO4kSWfJHi0lgJXD.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"blur:[1.5]\",\n    \"noise:[1,691632]\",\n    \"cutout:[{\\\"masks\\\":[[35,0.1118207643617728,0.7507747922137276],[35,0.3110515564693699,0.6684154442315589],[35,0.015406597081045081,0.8348565685256875]]}]\"\n]",
    "updated": {
        "_seconds": 1701713058,
        "_nanoseconds": 166000000
    },
    "updatedDate": "Dec 4, 2023",
    "updatedTime": "6:04PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "Q4hpZO4kSWfJHi0lgJXD/1"
    ],
    "width": 640
}
{
    "boxes": [],
    "height": 640,
    "key": "2022-01-29 00-03-00_mp4-331.jpg",
    "width": 640
}

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