Dataset Versions

Try Pre-Trained Model
Versions
2023-12-31 1:45am
v6
·
a year ago
2023-12-06 8:53pm
v5
·
a year ago
2023-12-06 3:08pm
v4
·
a year ago
2023-11-29 1:27pm
v3
·
a year ago
2023-11-17 9:56pm
v2
·
a year ago
2023-11-06 2:46pm
v1
·
a year ago
v3

2023-11-29 1:27pm

Generated on Nov 29, 2023
Download

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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.
Other Formats
Choose another format.

2210 Total Images

View All Images
Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image

Dataset Split

Train Set 92%
2040Images
Valid Set 8%
170Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -20° and +20°
Shear: ±20° Horizontal, ±20° Vertical
Grayscale: Apply to 50% of images
Exposure: Between -25% and +25%
Blur: Up to 3px
Noise: Up to 5% of pixels

Similar Projects

See More
FYP Vehicle Detection
Annotate
1 / 13
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
Vehicle

Classes

Layers

 
Van
1

Unused Classes

Bus
Car
Lorry
Motorcycle
bus
d_Bus
motorbike
truck

Tags

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

Attributes

cam66_1227_0013.jpg

640x640
0.41MP

Updated Jan 5, 55880

3:18AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Flip Horizontal
Rotation 7°
Shear X: 11°
Y: 11°
Grayscale Applied
Exposure -19%
Blur 0px
Noise 3.75%

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "SHTquobDTcpUaqNo2QSg"
    ],
    "destination": "9448177eb74fdffac153654a40fb0729",
    "height": 640,
    "id": "46icwXJgmmF5Rl27Ug0k",
    "label": [],
    "labels": [],
    "name": "cam66_1227_0013.jpg",
    "numSteps": 9,
    "owner": "CID4GU4LwsYe5djqrlWu2bFlbHh1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "rotate:[7]",
        "shear:[11,11]",
        "grayscale",
        "exposure:[-19]",
        "blur:[0]",
        "noise:[3.75,309548]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Rotation",
            "value": "7°"
        },
        {
            "name": "Shear",
            "value": "X: 11°<br/>Y: 11°"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "Exposure",
            "value": "-19%"
        },
        {
            "name": "Blur",
            "value": "0px"
        },
        {
            "name": "Noise",
            "value": "3.75%"
        }
    ],
    "source": "46icwXJgmmF5Rl27Ug0k",
    "split": "train",
    "split.SHTquobDTcpUaqNo2QSg.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"rotate:[7]\",\n    \"shear:[11,11]\",\n    \"grayscale\",\n    \"exposure:[-19]\",\n    \"blur:[0]\",\n    \"noise:[3.75,309548]\"\n]",
    "updated": 1701235624705,
    "updatedDate": "Jan 5, 55880",
    "updatedTime": "3:18AM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "SHTquobDTcpUaqNo2QSg/3"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Van",
            "x": 453.6041890173502,
            "y": 271.5683153576977,
            "width": 219.1488937674426,
            "height": 265.0088310904398
        }
    ],
    "height": 640,
    "key": "cam66_1227_0013.jpg",
    "width": 640
}

Annotation Editor

Delete
Save (Enter)

Smart Polygon

Click inside to remove area or outside to expand.
Undo
Redo
Simplify
Simple Complex
Delete
Finish (Enter)
180%
Reset