Dataset Versions

v5

2023-12-07 2:17pm

Generated on Dec 7, 2023

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Dataset Split

Train Set 88%
4212Images
Valid Set 8%
398Images
Test Set 4%
199Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -70° and +70°
Brightness: Between -30% and +30%
Noise: Up to 5% of pixels
Center_of_intersection
Annotate
3_-DJI_0958_MP4-25.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
vehicle

CLASSES

LAYERS

 
car
2

Unused Classes

large_bus
large_truck
medium_truck
small_bus
small_truck

Tags

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

Attributes

3_-DJI_0958_MP4-25.jpg

640x640
0.41MP

Updated Dec 7, 2023

5:17AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
90° Rotate Applied
Rotation
Shear X: 0°
Y: 11°
Hue -11°
Brightness -15%
Noise 4.25%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "large_truck": 160,
        "medium_truck": 3744,
        "small_truck": 10972,
        "car": 66428,
        "large_bus": 669,
        "small_bus": 327
    },
    "datasets": [
        "1hnoN7B8htDajAcdaDwu"
    ],
    "destination": "34f215ffcfc2ee696134537ee5a31c1c",
    "height": 640,
    "id": "kWA0zyaYQq6wncYmQJNI",
    "label": [],
    "labels": [],
    "name": "3_-DJI_0958_MP4-25.jpg",
    "numSteps": 8,
    "owner": "UjRMHTU2LhuJvVz1ozch",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "ninety:[0]",
        "rotate:[1]",
        "shear:[0,11]",
        "hue:[-11]",
        "brightness:[-15]",
        "noise:[4.25,424744]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "1°"
        },
        {
            "name": "Shear",
            "value": "X: 0°<br/>Y: 11°"
        },
        {
            "name": "Hue",
            "value": "-11°"
        },
        {
            "name": "Brightness",
            "value": "-15%"
        },
        {
            "name": "Noise",
            "value": "4.25%"
        }
    ],
    "source": "kWA0zyaYQq6wncYmQJNI",
    "split": "train",
    "split.1hnoN7B8htDajAcdaDwu.5": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"ninety:[0]\",\n    \"rotate:[1]\",\n    \"shear:[0,11]\",\n    \"hue:[-11]\",\n    \"brightness:[-15]\",\n    \"noise:[4.25,424744]\"\n]",
    "updated": {
        "_seconds": 1701926250,
        "_nanoseconds": 790000000
    },
    "updatedDate": "Dec 7, 2023",
    "updatedTime": "5:17AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "1hnoN7B8htDajAcdaDwu/5"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "car",
            "x": 411,
            "y": 348.3380767397574,
            "width": 24,
            "height": 19.5379898826136
        },
        {
            "label": "car",
            "x": 305.5,
            "y": 635.6284574942788,
            "width": 10,
            "height": 8.743085011442417
        }
    ],
    "height": 640,
    "key": "3_ DJI_0958_MP4-25.jpg",
    "width": 640
}

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