Universe

Object Tracking and detection Computer Vision Dataset

byMy ProjectsTask:
Object Detection
License:CC BY 4.0238 views8 downloads
See all 252 imagesObject Tracking and detection CARS-AND-TRUCKS sample showing Car, TruckObject Tracking and detection CARS-AND-TRUCKS sample showing CarObject Tracking and detection CARS-AND-TRUCKS sample showing Car, TruckObject Tracking and detection CARS-AND-TRUCKS sample showing Car, TruckObject Tracking and detection CARS-AND-TRUCKS sample showing Car, TruckObject Tracking and detection CARS-AND-TRUCKS sample showing Car, TruckObject Tracking and detection CARS-AND-TRUCKS sample showing Car, TruckObject Tracking and detection CARS-AND-TRUCKS sample showing Car, TruckObject Tracking and detection CARS-AND-TRUCKS sample showing Car, TruckObject Tracking and detection CARS-AND-TRUCKS sample showing Car, TruckObject Tracking and detection CARS-AND-TRUCKS sample showing Car, TruckObject Tracking and detection CARS-AND-TRUCKS sample showing Car, Truck

About Object Tracking and detection Dataset

Here are a few use cases for this project:

  1. Traffic Monitoring and Management: Use the "Object Tracking and Detection" model to analyze real-time traffic conditions on highways and urban roads, providing traffic controllers with valuable data to optimize traffic flow, reduce congestion, and respond to accidents or road closures.

  2. Smart Parking Solution: Implement the model in parking lots or garages to automatically detect available parking spaces, guiding drivers more efficiently to empty spots and improving overall parking experience.

  3. Fleet Management and Logistics: Equip a fleet of delivery vehicles or trucks with the "Object Tracking and Detection" model to monitor their locations in real-time, allowing logistic companies to allocate resources more efficiently and ensure that shipment schedules are met.

  4. Vehicle Safety and Advanced Driver Assistance Systems (ADAS): Integrate the model into vehicles to detect and track other cars and trucks on the road, providing vital information for collision avoidance systems, lane departure warnings, and other safety features aimed at preventing accidents.

  5. Urban Planning and Infrastructure Development: Utilize the "Object Tracking and Detection" model in conjunction with traffic data to plan and design more efficient transport systems, identify high accident risk areas, and ultimately improve urban mobility and road safety.

Use Free Car and Truck 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": "Car, Truck"
  },
  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 

Cite This Project

LicenseCC BY 4.0

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

@misc{ object-tracking-and-detection-qkzfr_dataset,
  title = { Object Tracking and detection Dataset },
  type = { Open Source Dataset },
  author = { My Projects },
  howpublished = { \url{ https://universe.roboflow.com/my-projects-ons8w/object-tracking-and-detection-qkzfr } },
  url = { https://universe.roboflow.com/my-projects-ons8w/object-tracking-and-detection-qkzfr },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2023 },
  month = { jun },
  note = { visited on 2026-07-29 },
}

Similar Projects

See More