Prakash Chandra's repositories
advance_lane_lines
Project 2 to find lane lines for self driving car
CarND-Behavioral-Cloning
In this project CNN model is cloning human style of steering control. This is an assignment of Self Driving Car Engineer nano degree course offered by Udacity.
mountainCar-v0
MountainCar-v0 is a gym environment. Discretized continuous state space and solved using Q-learning.
alpr-analysis
Openalpr performance on country number plate for which it is not trained
CarND-Behavioral-Cloning-P3
Starting files for the Udacity CarND Behavioral Cloning Project
CarND-Camera-Calibration
Images and notebook for camera calibration
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
deep_rl_udacity
Exercise and assignments of Deep Reinforcement Learning Nanodegree Program offered by Udacity
deeplearning.ai-notes
These are my personal notes which I prepared during deep learning specialization taught by AI guru Andrew NG. I have used diagrams and code snippets from the code whenever needed but following The Honor Code.
DeepLearning.ai-Summary
This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.
DRLND-Navigation
This is first project of Deep Reinforcement Learning nano degree offered by udacity. This solve navigation problem.
dvLabs
A python library that has a number of useful utilities to carry out various tasks in the process of machine learning.
Extended-Kalman-Filter
This extended kalman filter project of course Self Driving Car Engineer offered by Udacity nano degree program
learnopencv
Learn OpenCV : C++ and Python Examples
LeNet-mnist
Have used LeNet to solve mnist digit classification
LunarLander-v2
Deep RL based solution of LunarLander-v2 environment.
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
self_driving_car_udacity
Assignments of Self Driving Car Engineer offered by Udacity
self_driving_lane_lines
Find lane lines for self driving car
starter-workflows
Accelerating new GitHub Actions workflows
tensorflow
Computation using data flow graphs for scalable machine learning
traffic-sign-classifier
This is project to classify traffic signal. This is an assignment of Self Driving Car Engineer nano degree course offered by Udacity.
yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite