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2022-08-14 9:16am
v2
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3 years ago
2022-08-13 4:13pm
v1
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3 years ago
v1

2022-08-13 4:13pm

Generated on Aug 13, 2022
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902 Total Images

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Dataset Split

Train Set 88%
795Images
Valid Set 8%
68Images
Test Set 4%
39Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 24 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -20° and +20°
Grayscale: Apply to 20% of images
Hue: Between -45° and +45°
Saturation: Between -33% and +33%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2px
Cutout: 3 boxes with 10% size each

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Labels
Attributes
Raw Data

Annotations

Group: cars
 
Empty
13
 
Occupied
40

Unused Classes

0
1
2
3
Car
car1
car10
car11
car12
car13
car14
car15
car16
car17
car2
car3
car4
car5
car6
car7
car8
car9
empty
occupied

Attributes

4k-time-lapse-car-parking-lot-stock-video-download-video-clip-now-istock_TyROSAGZ_mp4-2.jpg

416x416
0.17MP

Updated Dec 24, 54585

9:53PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 98%
Centered on 93%, 83%
Resize Stretch to 416x416
Modify Classes Applied
Flip Horizontal
Rotation 5°
Hue 9°
Saturation -24%
Brightness -22%
Exposure 10%
Blur 1.5px
Cutout Applied

Annotation History

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Raw Data

Source Data

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    "datasets": [
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    "destination": "11a57a87c38f4bb8bd23bedf32b85a0b",
    "height": 416,
    "id": "3lcfFJxiUIHWhylG5vBV",
    "label": [],
    "labels": [],
    "name": "4k-time-lapse-car-parking-lot-stock-video-download-video-clip-now-istock_TyROSAGZ_mp4-2.jpg",
    "numSteps": 12,
    "owner": "IqG4E5CMDAG2ySo6uMGC",
    "preprocessing": [
        "auto-orient",
        "crop:[98,0.929611,0.831693]",
        "resize:[\"Stretch to\",416,416]",
        "remap:[\"ffb3afd0928a92bdf06fde048514b8fa\"]",
        "flip:[\"horizontal\"]",
        "rotate:[5]",
        "hue:[9]",
        "saturation:[-24]",
        "brightness:[-22]",
        "exposure:[10]",
        "blur:[1.5]",
        "cutout:[{\"masks\":[[10,0.637174454266636,0.8632538075365777],[10,0.8803071522709025,0.24562418613067116],[10,0.02654657952617856,0.4084351438320013]]}]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 98%<br />Centered on 93%, 83%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        },
        {
            "name": "Modify Classes",
            "value": "Applied"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Rotation",
            "value": "5°"
        },
        {
            "name": "Hue",
            "value": "9°"
        },
        {
            "name": "Saturation",
            "value": "-24%"
        },
        {
            "name": "Brightness",
            "value": "-22%"
        },
        {
            "name": "Exposure",
            "value": "10%"
        },
        {
            "name": "Blur",
            "value": "1.5px"
        },
        {
            "name": "Cutout",
            "value": "Applied"
        }
    ],
    "source": "3lcfFJxiUIHWhylG5vBV",
    "split": "train",
    "split.ZMxzSEdu1oSh9wMzkfty.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[98,0.929611,0.831693]\",\n    \"resize:[\\\"Stretch to\\\",416,416]\",\n    \"remap:[\\\"ffb3afd0928a92bdf06fde048514b8fa\\\"]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"rotate:[5]\",\n    \"hue:[9]\",\n    \"saturation:[-24]\",\n    \"brightness:[-22]\",\n    \"exposure:[10]\",\n    \"blur:[1.5]\",\n    \"cutout:[{\\\"masks\\\":[[10,0.637174454266636,0.8632538075365777],[10,0.8803071522709025,0.24562418613067116],[10,0.02654657952617856,0.4084351438320013]]}]\"\n]",
    "updated": 1660400027628,
    "updatedDate": "Dec 24, 54585",
    "updatedTime": "9:53PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "ZMxzSEdu1oSh9wMzkfty/1"
    ],
    "width": 416
}

Annotation Data

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