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A To Z Resources For Students ⭐ 16,313

✅ Curated list of resources for college students

Learning ⭐ 5,978

A log of things I'm learning

Machine Learning ⭐ 2,260

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

Self Driving Car Nd ⭐ 399

Udacity's Self-Driving Car Nanodegree project files and notes.

Autopilot ⭐ 391

A simple self-driving car module for humans 🚘 🛣️

Awesome Pytorch Scholarship ⭐ 305

A list of awesome PyTorch scholarship articles, guides, blogs, courses and other resources.

Machine Learning Curriculum ⭐ 248

Complete path for a beginner to become a Machine Learning Scientist!

Stanford Cs231 ⭐ 229

Resources for students in the Udacity's Machine Learning Engineer Nanodegree to work through Stanford's Convolutional Neural Networks for Visual Recognition course (CS231n).

Awesome Self Driving Cars ⭐ 213

An awesome list of self-driving cars

Deep Learning Notes ⭐ 167

My personal notes, presentations, and notebooks on everything Deep Learning.

Sdcnd Prerequisites ⭐ 133

A list of recommended prerequisites for Udacity's Self Driving Car Nanodegree

Speech Recognition Neural Network ⭐ 128

This is the end-to-end Speech Recognition neural network, deployed in Keras. This was my final project for Artificial Intelligence Nanodegree @Udacity.

Carnd Project5 Vehicle_detection_and_tracking ⭐ 111

Vehicle Detection with Convolutional Neural Network

En Fr Mlt Tensorflow ⭐ 97

English-French Machine Language Translation in Tensorflow

Deep Learning ⭐ 90

Assignmends done for Udacity's Deep Learning MOOC with Vincent Vanhoucke

Traffic Light Classification ⭐ 80

A detailed tutorial on how to build a traffic light classifier with TensorFlow for the capstone project of Udacity's Self-Driving Car Engineer Nanodegree Program.

Deep Learning ⭐ 78

Study and implementation about deep learning models, architectures, applications and frameworks

Road Semantic Segmentation ⭐ 64

Udacity Self-Driving Car Engineer Nanodegree. Project: Road Semantic Segmentation

Machine_learning ⭐ 62

Tutorials/tips on machine learning related topics

Datadocs ⭐ 61

Documentation for data enthusiasts

Udacity.ud730.deeplearning ⭐ 54

deep learning course by udacity

Lane And Vehicles Detection ⭐ 53

This repository contains works on a computer vision software pipeline built on top of Python to identify Lanes and vehicles in a video. This project is not part of Udacity SDCND but is based on other free courses and challanges provided by Udacity. It uses Computer vision and Deep Learrning Techniques. Few pipelines have been tried on SeDriCa, IIT Bombay.

Image Classifier ⭐ 53

Final Project of the Udacity AI Programming with Python Nanodegree

Deep Speeling ⭐ 50

Deep Learning neural network for correcting spelling

Udacity Natural Language Processing Nanodegree ⭐ 50

Tutorials and my solutions to the Udacity NLP Nanodegree

Cse Resources ⭐ 48

A collection of curated resources for learning Computer Science subjects and skills, that I garnered throughout my tenure as a CSE student. Contributions, and report of broken links are welcome.

Cvnd Udacity ⭐ 47

Computer Vision Nanodegree program from Udacity

Deep Learning Nd ⭐ 47

Udacity Deep learning nanodegree projects

Self Driving Car Nd ⭐ 45

Udacity's Self-Driving Car Nanodegree project files and notes.

Deep Learning Nd Exercises ⭐ 41

Notes and coding exercises from the various lessons in Udacity's Deep Learning Nanodegree Foundation

Selfdriving Car_deep Learning ⭐ 40

Project on getting the angle of steering rotation in a self-driving car. This project is inspired by NVIDIA End to End Learning for Self-Driving Cars and data is gathered from Udacity's Behavioral Cloning repository.

Udacity_self_driving_car ⭐ 40

Projects from Udacity Self Driving Car Nanodegree

Udacity Deep Reinforcement Learning ⭐ 39

My solutions to the projects (and mini-projects) of the Deep Reinforcement Learning Nanodegree by Udacity

Self Driving Car Nanodegree Udacity ⭐ 37

This repository contains code and writeups for projects and labs completed as a part of UDACITY's first of it's kind self driving car nanodegree program.

Traffic Signs ⭐ 35

Second Project of the Udacity Self-Driving Car Nanodegree Program

Awesome Self Driving Cars ⭐ 32

Curated List of Self-Driving Cars Resources

Sacomputervisionmachinelearning ⭐ 29

Computer Vision and Machine Learning related projects of Udacity's Self-driving Car Nanodegree Program

Speed Prediction ⭐ 27

Use 3D convolutional network to predict the speed of a car via dashcam stream. The final mean squared error on validation set is 3.1 (mile/hour)^2.

Rl Quadcopter ⭐ 25

Udacity Deep Learning Nano Degree Project : Deep Reinforcement Learning Based Quadcopter controller

My Ai Resource ⭐ 24

Hello My friend , In This repository I Store My AI and Machine Learning + Deep Learning Resources. In here I list paid and free course and books.

German_license_plate_recognition ⭐ 23

Android camera app for automatic recognition of German license plates using TensorFlow / TensorFlow Lite 2.4.1

Gan Face Generator ⭐ 21

Generate Faces using GANs (Part of Udacity's DLFND)

Deep Learning ⭐ 21

Projects and lessons on Deep Learning and Machine Learning

Behavior Cloning ⭐ 21

end to end learning for self-driving

Resources ⭐ 20

These resources can prove to be useful

Sdcnd Traffic Light Detection ⭐ 19

Traffic Light Detection using the tensorflow object detection API

Deep Learning ⭐ 19

It contains the coursework and the practice I have done while learning Deep Learning.🚀 👨‍💻💥 🚩🌈

Cluttered Mnist ⭐ 17

Experiments on cluttered mnist dataset with Tensorflow.

Udacity_deeplearningfoundationsnd ⭐ 16

My solutions, projects and experiments of the Udacity Deep Learning Foundations Nanodegree (November 2017 - February 2018)

Machine Learning Nanodegree ⭐ 16

Class notes for the Machine Learning Nanodegree at Udacity

Udacity Deep Learning Foundations Nanodegrees

Deep Rl Quadcopter ⭐ 16

Implementation of Deep Deterministic Policy Gradients (DDPG) to teach a Quadcopter How to Fly!

Udacity_notes ⭐ 15

a repo for stroring my notes for udacity courses

Learn For Free ⭐ 15

All the best resources & recommendations from the fn+geeks community.

Ml Study Stuff ⭐ 15

some machine learning(deep learning) study stuff and examples.

Projects I implemented to finish Udacity Nanodegree Programs from Data Engineering to Machine Learning Engineering.

Fun With Dnc ⭐ 14

Pytorch Implementation of Deepmind's 'Hybrid computing using a neural network with dynamic external memory' (Differentiable Neural Computer) + some applications

Dlnd First Neural Network ⭐ 14

This repository is my solution to Udacity's Deep Learning course first project: "Your first neural network"

Carnd Semantic Segmentation P2 ⭐ 13

Udacity Self-Driving Car Nanodegree - Semantic Segmentation Project

Nanodegrees ⭐ 13

Nanodegree programs https://www.udacity.com/nanodegree

Data Science ⭐ 13

My projects about data science, artificial intelligence and cumputer security in AI ☣🤖

Udacity Advance Lane Detection Of The Road ⭐ 12

Udacity Self-Driving Car Engineer Nanodegree Advanced Lane Finding Project. Identifying lanes using edge detection (Sobel operator, gradient of magnitude and direction, and HLS color space), camera calibration and unwarping (distortion correction and perspective transform), and polynomial fitting for the lanes.

Facial Keypoint Detection ⭐ 12

Facial key point recognizer. Capstone project for Udacity's AIND.

Traffic Signs Classification ⭐ 12

A deep neural network to classify traffic signs, using TensorFlow.

Traffic Sign Classifier ⭐ 11

Udacity Self-Driving Car Engineer Nanodegree. Project: Build a Traffic Sign Recognition Classifier

Deep Learning With Neural Networks ⭐ 11

This repo contains various use-cases of deep-learning implemented in Pytorch. It also contains summarized notes of each chapter from the book, 'Deep Learning' written by Ian Goodfellow.

Udacity Self Driving Car Engineer Nanodegree ⭐ 11

Contents of repositories in Udacity-Self-Driving-Car-Engineer-Nanodegree

Udacity Self Driving Car ⭐ 11

Self-Driving Engineer Car Nanodegree

Drlnd Udacity ⭐ 10

Deep Reinforcement Learning Nanodegree program from Udacity

Udacity Ec2 Gpu ⭐ 9

terraform project to launch a gpu ec2 instance for deep learning network training

Self Driving Car Nanodegree ⭐ 9

Projects for the UDACITY Self-Driving Car Nanodegree

📝📝📝Learning Machine Learning/Deep Learning

Deep Learning Foundation ⭐ 9

Udacity Deep Learning Foundation Nanodegree Program

Dl Playground ⭐ 9

Exercises & challenges for aspiring deep learners

Udacity Deep Learning Nanodegree ⭐ 8

The course is contained knowledge that are useful to work on deep learning as an engineer. Simple neural networks & training, CNN, Autoencoders and feature extraction, Transfer learning, RNN, LSTM, NLP, Data augmentation, GANs, Hyperparameter tuning, Model deployment and serving are included in the course.

Udacity Deep_learning ⭐ 8

Jupyter notebooks (with answers) used during the Deep Learning MOOC

Reinforcement Learning Nanodegree ⭐ 8

Using Deep Reinforcement Learning Project Repository

Udacity Deep Learning ⭐ 8

Deepreinforcementlearningnanodegree ⭐ 8

Exercices and assignments from the Udacity deep reinforcement learning nanodegree

Deep_learning ⭐ 8

Deep Learning Resources, Practices

Udacity Image Classification ⭐ 8

Project 2 from Udacity DeepLearning NanoDegree

Deep Learning Nanodegree ⭐ 8

Projetos e aulas do treinamento da Udacity sobre Deep Learning

Behavioral Cloning Research ⭐ 8

End to End Steering Angle Prediction for Self-Driving Cars

Udacity Deeprl Ppo ⭐ 8

Udacity Deep Reinforecment Learning - Implementation of Proximal Policy Optimization (PPO)

Pytorchchallengescholarship2018 19 ⭐ 8

Repository built for the Udacity PyTorch Scholarship Challenge to serve as a collection notes, implementations, papers and useful tricks as well as a final project.

Driving Imitation

Robond Deeplearning Project ⭐ 7

This is my implementation of the Udacity Robotics Nanodegree Deep Learning Project, wherein we devise and train a Fully Convolutional Deep Neural Network to perform image segmentation and object recognition given 2-dimensional image training data. The objective being enabling a drone to identify and follow a target person in a simulated environment

Carnd Capstone ⭐ 7

ROS-based code to control a real Self-Driving Car. Final project in Udacity's Self-Driving Car Engineer Nanodegree.

Intro_to_machine_learning_with_pytorch ⭐ 7

Materials for the workshop delivered at Microsoft Reactor on 24/07/19 and 20/08/19

Brain Inspired Deep Imitation Learning For Autonomous Driving Systems ⭐ 7

A novel brain-inspired deep imitation method with strong generalisation ability.

Udacity_projects_master_repo ⭐ 7

Contains my solutions for various Nanodegree Programs (Robotics, Artificial Intelligence, Machine Learning, Deep Reinforcement Learning, Computer Vision, Sensor Fusion, Flying Cars).

Allstate Claims Severity ⭐ 7

Udacity Machine Learning Engineer Nanodegree capstone proposal.

Deep Learning Nd ⭐ 7

Projects and exercises for the Deep Learning Nanodegree

Intro To Deep Learning With Pytorch ⭐ 7

Neuralnets Pure Python ⭐ 7

Nice place to start seeing matrices shapes ! Great place for beginners to understand neural networks computation

Contains projects for Udacity's Machine Learning and Deep Learning program. Also contains term 1 projects for Udacity's Self-Driving Car program.

Dog Breed Classifier ⭐ 6

CNN Project [Udacity Deep Learning Nanodegree]

Pytorch Scholarship Challenge_udacity ⭐ 6

A collection of notebooks and projects done as a part of Udacity's Pytorch Scholarship Challenge.

Ai Projects ⭐ 6

List of all my AI Projects

Udacity Deep Learning Nanodegree ⭐ 6

Udacity Deep Learning Nanodegree Projects

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