emrahyener Goto Github PK

deep_reinforcement_learning_on_car_racing_game

Deep Learning Project

deeplearningvideogames

deepspeech

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

densepose_from_wifi

Using of the WiFi signal in combination with deep learning architectures, commonly used in computer vision, to estimate dense human pose correspondence.

dlmainlpcv01_demo

NLP and Computer Vision

dlmdsdl01

Deep Learning

drive_autonomous

Objective : To make the concept of autonomous driving cars a real thing by providing cheap affordable and intelligent hardware upgrade that can convert a car to Level 4 autonomous car, to the people without the need for them to upgrade to a total new car. * Our Idea is to Build a portable Artificial INtelligence system that can talk to your car drive the car autonomously at Level 4, this device/system can be installed in particular variety of Benz Cars that have supporting hardware allowance. So this is how we are planning to build it : 1. We are going to first build a deep learning based Neural Network model containing convolutional and recurrent layers. 2. We are planning to train the above model using a virtual environment such as GTA 5 game, as it has more realistic game physics (For the Hackathon purpose, the same model can also be later trained in real-world environment). 3. The above neural network model will be hosted onto a raspberry pi, which has few slave microcontrollers that are going to mimic the real-world car dynamics. 4. Once our Artificial Intelligence Model is giving us proper/required accuracy, we are going to feed the visual data of a road scenario to the camera connected to our A.I's Brain(i.e Raspberry pi), then we can see the behaviour of the microcontrollers and the servos attached to them react/change according to what the camera is seeing.

driveai

Teaching a car 🏎️ how to drive using the NEAT algorithm.

emrahyener

Config files for my GitHub profile.

face-recognition

fruit-price-prediction

gaas

GAAS is an open-source program designed for fully autonomous VTOL(a.k.a flying cars) and drones. GAAS stands for Generalized Autonomy Aviation System.

game-bot

Artificial intelligence learn playing any game with watching you.

gansketching

Sketch Your Own GAN: Customizing a GAN model with hand-drawn sketches.

geometry-dash-ai

glove-to-word2vec

Converting GloVe vectors into word2vec format for easy usage with Gensim

hands-on-artificial-intelligence-with-keras-and-python

hands-on-deep-learning-for-games

health-care-chat-bot

Through chatbots one can communicate with text or voice interface and get reply through artificial intelligence. Typically, a chat bot will communicate with a real person. Chat bots are used in applications such as ecommerce customer service, call centres and Internet gaming. Chatbots are programs built to automatically engage with received messages. Chatbots can be programmed to respond the same way each time, to respond differently to messages containing certain keywords and even to use machine learning to adapt their responses to fit the situation. A developing number of hospitals, nursing homes, and even private centres, presently utilize online Chatbots for human services on their sites. These bots connect with potential patients visiting the site, helping them discover specialists, booking their appointments, and getting them access to the correct treatment. In any case, the utilization of artificial intelligence in an industry where individuals’ lives could be in question, still starts misgivings in individuals. It brings up issues about whether the task mentioned above ought to be assigned to human staff. This healthcare chatbot system will help hospitals to provide healthcare support online 24 x 7, it answers deep as well as general questions. It also helps to generate leads and automatically delivers the information of leads to sales. By asking the questions in series it helps patients by guiding what exactly he/she is looking for.

highway-env

A minimalist environment for decision-making in autonomous driving

icyai

Gym for training an AI to learn Icy Tower through neuroevolution

image-classification-using-cnn-cifar-10-

kaldi

kaldi-asr/kaldi is the official location of the Kaldi project.

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

latex-iubh-template

movie-recommender-system

mpc-course-assignments

Autonomous Robots: Model Predictive Control

nlp_hugging_face

object_detection_in_an_urban_environment

Starter Code for the Course 1 project of the Udacity Self-Driving Car Engineer Nanodegree Program

opennmt-colab-tutorial

OpenNMT Colab Tutorial Pytorch && Tensorflow