Highway Object Detection Computer Vision Model
How to use the Highway Object Detection Detection API
Try This Model
Drop an image here or click to upload
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="highway-object-detection/38")Or, Use Free Car, Truck and Bus Detection API
Powered by general detection model
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": "car, truck, bus, motorbike, person"
},
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
About Highway Object Detection Model
Here are a few use cases for this project:
-
Traffic Surveillance: The model could be used in real-time traffic surveillance systems to count and classify the type of vehicles passing through a particular place at a given time. This can help in traffic management and planning.
-
Autonomous Vehicle Navigation: Self-driving cars can use the "Highway Object Detection" model to recognize and distinguish different highway users accurately. This understanding can improve decision-making capabilities, enhancing safety.
-
Traffic Incident Detection: By continuously monitoring a highway, the model can be utilized to detect incidents like accidents, breakdowns, or unauthorized vehicle presence, and then alert traffic control or law enforcement authorities.
-
Parking Management Systems: This model can help design intelligent parking systems by identifying vacant parking spaces and directing drivers to them, or by detecting any unauthorized parking, hence improving parking lot efficiency.
-
Highway Maintenance: The system could be deployed to monitor the condition of the highway and detect any anomalies. It can notify the relevant authorities of large objects, debris, or stalled heavy vehicles that could hinder traffic and require road maintenance.
Tell the agent what you want to build.
Cite This Project
LicenseCC BY 4.0If you use this dataset in a research paper, please cite it using the following BibTeX:
@misc{ highway-object-detection_dataset,
title = { Highway Object Detection Dataset },
type = { Open Source Dataset },
author = { Universitas Tidar },
howpublished = { \url{ https://universe.roboflow.com/universitas-tidar/highway-object-detection } },
url = { https://universe.roboflow.com/universitas-tidar/highway-object-detection },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2023 },
month = { aug },
note = { visited on 2026-07-29 },
}