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Street Object Detection(Landscape)

Object Detection

Dataset Versions

Try Pre-Trained Model

2023-06-21 9:33pm

Generated on Jun 21, 2023

Download Dataset

Popular Download Formats

YOLOv11

TXT annotations and YAML config used with YOLOv11.

YOLOv9

TXT annotations and YAML config used with YOLOv9.

YOLOv8

TXT annotations and YAML config used with YOLOv8.

YOLOv5

TXT annotations and YAML config used with YOLOv5.

YOLOv7

TXT annotations and YAML config used with YOLOv7.

COCO JSON

COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.

YOLO Darknet

Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.

Pascal VOC XML

Common XML annotation format for local data munging (pioneered by ImageNet).

TFRecord

TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.

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.

1216 Total Images

View All Images

Dataset Split

Train Set 92%

1122Images

Valid Set 4%

47Images

Test Set 4%

47Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3

Flip: Horizontal

Crop: 0% Minimum Zoom, 50% Maximum Zoom

Rotation: Between -15° and +15°

Brightness: Between -15% and +15%

Noise: Up to 5% of pixels

Similar Projects

Annotations

Group: Street-Objects

Bus

Three wheelers -CNG-

Unused Classes

Auto rickshaw

Bicycle

Car

Dog

Garbage van

Human

Manhole

Micro Bus

Mini truck

Minivan

Motorbike

Pickup truck

Police car

Pothole

Rickshaw

Road barrier

SUV

Speed Breaker

Truck

Van

Zebra Crossing

Attributes

2frame_7200.jpg

1474x828

1.22MP

Updated May 12, 55440

2:24PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Crop

Keep 59%
Centered on 75%, 40%

Rotation

3°

Brightness

-6%

Noise

0.75%

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "OD3d4yaPaS1HvlFmINLv"
    ],
    "destination": "309d8557fc67ab388b3a036bf4ee6282",
    "height": 828,
    "id": "OintEdJp4mlvVnqzvNm6",
    "label": [],
    "labels": [],
    "name": "2frame_7200.jpg",
    "numSteps": 4,
    "owner": "b5K7DFblL3URQRnRSBG9",
    "preprocessing": [
        "crop:[59,0.749548,0.398601]",
        "rotate:[3]",
        "brightness:[-6]",
        "noise:[0.75,590123]"
    ],
    "preprocessingParsed": [
        {
            "name": "Crop",
            "value": "Keep 59%<br />Centered on 75%, 40%"
        },
        {
            "name": "Rotation",
            "value": "3°"
        },
        {
            "name": "Brightness",
            "value": "-6%"
        },
        {
            "name": "Noise",
            "value": "0.75%"
        }
    ],
    "source": "OintEdJp4mlvVnqzvNm6",
    "split": "train",
    "split.OD3d4yaPaS1HvlFmINLv.2": "train",
    "status": "generated",
    "transforms": "[\n    \"crop:[59,0.749548,0.398601]\",\n    \"rotate:[3]\",\n    \"brightness:[-6]\",\n    \"noise:[0.75,590123]\"\n]",
    "updated": 1687361639075,
    "updatedDate": "May 12, 55440",
    "updatedTime": "2:24PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "OD3d4yaPaS1HvlFmINLv/2"
    ],
    "width": 1474
}

Annotation Data

{
    "boxes": [
        {
            "label": "Bus",
            "x": 1230,
            "y": 273,
            "width": 488,
            "height": 502
        },
        {
            "label": "Three wheelers -CNG-",
            "x": 159.5,
            "y": 599,
            "width": 319,
            "height": 458
        }
    ],
    "height": 828,
    "key": "2frame_7200_jpg.rf.9a1a9a39a06afa98e3adadf734f38ee7.jpg",
    "width": 1474
}

Street Object Detection(Landscape)

Dataset Versions

2023-06-21 9:33pm

Popular Download Formats

1216 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Attributes

2frame_7200.jpg

Updated May 12, 55440

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data