ON ROAD OBJECT DETECTION Computer Vision Model
How to use the ON ROAD 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="on-road-object-detection-ptcdj/1")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, Bicycle, bike"
},
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 ON ROAD OBJECT DETECTION Model
This project aims to develop an intelligent on-road object detection and classification system specifically designed for the VIT (Vellore Institute of Technology) campus roads, using computer vision techniques and machine learning models. The system leverages a camera feed (converted to RGB format) to detect and classify various objects, such as vehicles, pedestrians, traffic signs, and road markings, in real-time. The inclusion of a GUI (Graphical User Interface) allows users to interact with the system and visualize the detection process effectively.
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{ on-road-object-detection-ptcdj_dataset,
title = { ON ROAD OBJECT DETECTION Dataset },
type = { Open Source Dataset },
author = { Shanmuga Priya },
howpublished = { \url{ https://universe.roboflow.com/shanmuga-priya/on-road-object-detection-ptcdj } },
url = { https://universe.roboflow.com/shanmuga-priya/on-road-object-detection-ptcdj },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2025 },
month = { aug },
note = { visited on 2026-07-29 },
}