search

adithya-s-k / World-of-AI

WORLD OF AI : An open-source repository for AI-based projects 🚀, from beginner to expert level, helping contributors start their journey in Artificial Intelligence and Deep Learning. Our projects provide hands-on experience to real-world problems👨‍💻. Join our community and contribute to the development of AI-based solutions 👥.
https://www.cognitivelab.tech/
MIT License
88 stars 85 forks source link

[PROJECT PROPOSAL] Vehicle Detection : Vehicle recognition by image dataset #104

Open Apoorvay12 opened 1 year ago

Apoorvay12 commented 1 year ago

Project Request

Field Machine Learning
About In this project, I will explore the application of machine learning to vehicle detection using a dataset sourced from Kaggle. The objective is to develop a robust vehicle detection model by training and evaluating various machine learning algorithms.The key steps involved in the project include dataset exploration, data preprocessing, model selection, training and optimization, performance evaluation, and real-time vehicle detection.
Github Apoorvay75
Email apoorvay75@gmail.com
Label GSSOC'23

Define You

Project Name

Vehicle Recognition and detection by image dataset

Description

Develop a robust vehicle detection model using machine learning algorithms. Evaluate and compare different machine learning techniques for vehicle detection. Analyze the Kaggle dataset to understand its structure, features, and labeling methodology.

The expected outcomes are : Real-time vehicle detection demonstration. Can be used in autonomous vehicles

Timeline

Starting Date - Date it is assigned Ending Date -31th July

sijalalyy commented 1 year ago

can you plis assign this issue to me?