Universe

Car Detection Computer Vision Model

bydenemelerTask:
Object Detection
License:CC BY 4.0

How to use the Car Detection Detection API

Try This Model

Drop an image here or click to upload

Or try a test image 

Code Snippets

from inference_sdk import InferenceHTTPClient

CLIENT = InferenceHTTPClient(
    api_url="https://serverless.roboflow.com",
    api_key="API_KEY"
)

result = CLIENT.infer("YOUR_IMAGE.jpg", model_id="car-detection-2ri2d/2")
Give your agent everything it needs

Or, Use Free Vehicle Detection API

Powered by general detection model

Code
pip install inference-sdk
# 1. Import the library
from inference_sdk import InferenceHTTPClient

# 2. Connect to your workspace
client = InferenceHTTPClient(
  api_url="https://serverless.roboflow.com",
  api_key="API_KEY"
)

# 3. Run your workflow on an image
result = client.run_workflow(
  workspace_name="<YOUR_WORKSPACE>",
  workflow_id="<YOUR_WORKFLOW_ID>",
  images={
    "image": "YOUR_IMAGE.jpg"  # Path to your image file
  },
  parameters={
    "classes": "vehicle"
  },
  use_cache=True  # cache workflow definition for 15 minutes
)

# 4. Get your results
print(result)

Run on custom image

Drop an image here or click to upload

Detecting classes:
Or try a test image 
See all 4.1k imagesCar Detection cars sample showing vehicleCar Detection cars sample showing vehicleCar Detection cars sample showing vehicleCar Detection cars sample showing vehicleCar Detection cars sample showing vehicleCar Detection cars sample showing vehicleCar Detection cars sample showing vehicleCar Detection cars sample showing vehicleCar Detection cars sample showing vehicleCar Detection cars sample showing vehicleCar Detection cars sample showing vehicleCar Detection cars sample showing vehicle

About Car Detection Model

from stanford vehicle detection : v8 (classes-Modified_raw-images) contains a generated version of the raw images, with the Modify Classes preprocessing feature used to remap or omit the following classes:

  1. bike, moped --remapped to--> motorbike
  2. cng, leguna, easybike, smart fortwo Convertible 2012, and all other specific car makes with named classes (such as Acura TL Type-S 2008) --remapped to--> vehicle
  3. rickshaw, boat, bicycle --> omitted
  5. it has only class = " vehicle ".

Cite This Project

LicenseCC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{ car-detection-2ri2d_dataset,
  title = { Car Detection Dataset },
  type = { Open Source Dataset },
  author = { denemeler },
  howpublished = { \url{ https://universe.roboflow.com/denemeler-ayxtx/car-detection-2ri2d } },
  url = { https://universe.roboflow.com/denemeler-ayxtx/car-detection-2ri2d },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2024 },
  month = { sep },
  note = { visited on 2026-07-29 },
}

Similar Projects

See More