Neil Pradhan's Projects
Image classification tool made using python.It will Predict whether the given image belongs to Animal or Vehicle category.
Coding tasks : Robotics -Inverse Kinematics, Planing and Mapping
There are loads of online resourses through which one can learn Ml,DL and AI and this is just my collection of attempt to understand these resources and analyse as well as improve my understanding of this subject. While I use the code from the online sites I shall give appropriate credits to those resources I take contend from, and this is just my attempt to learning these concepts and I hope it helps someone who is on the same path.
Learn OpenCV : C++ and Python Examples
In this repo I have presented some of the basic projects that I had worked on while building concepts of ML and Data science
Demonstrates how a measurement of x,y allows us to estimate yaw as long as our motion model introduces a correlation between yaw and x,y
This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera
Tutorials about using the ROS Navigation stack.
This is the code for the "How to Make a Path Planning Algorithm Easily " live session by @Sirajology on Youtube
The Path Finding challenge is completed in C++
This repository has personal projects done in Power BI
Python codes for advanced control
Python code for YouTube videos.
Python sample codes for robotics algorithms.
Assignments in Reinforcement learning at KTH
RotorS is a UAV gazebo simulator
scikit-learn: machine learning in Python
Create a path planner to safely drive a car on a 3 lane highway and pass slow cars
Implementing a self driving car using a 3D Driving Simulator. CNN will be used for training
Deep Learning Behaviour Cloning for Self Driving Car Simulator
Solutions for projects.
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
The_for_loop is a youtube channel to teach programming, feel free to like and subscribe if you love the content
Traffic signs detection and classification in real time
Perception related packages
This is the code for "YOLO Object Detection" by Siraj Raval on Youtube
Dark Flow (YOLOv2) for Traffic Light Detection Implemented for ROS