Dataset Versions

v9

2024-12-03 12:14pm

Generated on Dec 3, 2024

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.

Dataset Split

Train Set 94%
5400Images
Valid Set 3%
168Images
Test Set 3%
168Images

Preprocessing

Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 25% of images
Noise: Up to 0.1% of pixels

Similar Projects

See More
NEW_RSA_@
Annotate
videoplayback-2-_mp4-0059.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
Cold-Plastic-Rumble-Strips

CLASSES

LAYERS

Unused Classes

Cold Plastic Rumble Marking Paint
Hot Thermoplastic Paint- Edge Line
Hot Thermoplastic Paint- Lane Line
Raised Pavement Marker
Rubber Speed Breakers
Single W Metal Beam Crash Barrier
Water Based Kerb Paint
YNM Informatory Sign Boards

Tags

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

Attributes

videoplayback-2-_mp4-0059.jpg

640x640
0.41MP

Updated Dec 3, 2024

6:44AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Static Crop X: 25% to 75%
Y: 25% to 75%
Tile Row: 1 of 2
Column: 1 of 2
Crop Keep 81%
Centered on 32%, 65%
Resize Stretch to 640x640
Modify Classes Applied
90° Rotate Applied
Shear X: -3°
Y: 6°
Noise 0.02%

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": [
        "Cold Plastic Rumble Marking Paint",
        "Raised Pavement Markers",
        "Rubber Speed Breaker",
        "Single W Metal Beam Crash Barrier",
        "Water-Based Kerb Paint",
        "YNM Informatory Sign Boards"
    ],
    "datasets": [
        "oNogpsSD16dmcBDB7eFM"
    ],
    "destination": "292948785e0318db8240d5cb02cd37cc",
    "height": 640,
    "id": "hXyFS6Drbg8ZV6KQvEib",
    "label": [],
    "labels": [],
    "name": "videoplayback-2-_mp4-0059.jpg",
    "numSteps": 8,
    "owner": "kzpgRmklAFc2QFYgFrY5",
    "preprocessing": [
        "static-crop:[25,75,25,75]",
        "tile:[0,0,2,2]",
        "crop:[81,0.32478,0.645013]",
        "resize:[\"Stretch to\",640,640]",
        "remap:[\"4bea9df6d7e54bf92b44415e7e4dacc2\"]",
        "ninety:[90]",
        "shear:[-3,6]",
        "noise:[0.02,317761]"
    ],
    "preprocessingParsed": [
        {
            "name": "Static Crop",
            "value": "X: 25% to 75%<br/>Y: 25% to 75%"
        },
        {
            "name": "Tile",
            "value": "Row: 1 of 2<br/>Column: 1 of 2"
        },
        {
            "name": "Crop",
            "value": "Keep 81%<br />Centered on 32%, 65%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Modify Classes",
            "value": "Applied"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Shear",
            "value": "X: -3°<br/>Y: 6°"
        },
        {
            "name": "Noise",
            "value": "0.02%"
        }
    ],
    "source": "hXyFS6Drbg8ZV6KQvEib",
    "split": "train",
    "split.oNogpsSD16dmcBDB7eFM.9": "train",
    "status": "generated",
    "transforms": "[\n    \"static-crop:[25,75,25,75]\",\n    \"tile:[0,0,2,2]\",\n    \"crop:[81,0.32478,0.645013]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"remap:[\\\"4bea9df6d7e54bf92b44415e7e4dacc2\\\"]\",\n    \"ninety:[90]\",\n    \"shear:[-3,6]\",\n    \"noise:[0.02,317761]\"\n]",
    "updated": {
        "_seconds": 1733208252,
        "_nanoseconds": 225000000
    },
    "updatedDate": "Dec 3, 2024",
    "updatedTime": "6:44AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "oNogpsSD16dmcBDB7eFM/9"
    ],
    "width": 640
}
{
    "boxes": [],
    "height": 640,
    "key": "videoplayback (2)_mp4-0059.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)
170%
Reset