> Connect-Coders > AI/Machine Learning Projects

AI/Machine Learning Projects

#Description:

Aim is to learn AI (Machine Learning, Deep Learning, Reinforcement Learning, ...). We have community in Discord for discusisons. A project-guide will be provided after joining the project (via Discord). Project-Guide is created so that everyone will be following same path, and thus will be easier for discord-discussions.

#Requirements:

0. For both Code-And-work-Alone and for Code-And-Work-In-Team (Team of 5-10 Members)
->>A PC (recommended Ubuntu 20.04)
->> Basic knowledge of C /C++ and Python (Choose one Programming Langauge you are ineteresring in)
->> Basic knowledge of Machine Learning, Deep Learning and Reinforcement Learning
->> Discord account

1. For Code-and-Work-In-Team
->> Github account

-->>> projects

Code-AM1 - PDF File contents readers/classifier

In this project, we will try to read and classify contents from pdf files and we will put all inside a folder. When needed, we should revreate pdf from all those contents from folders at correct positions.

Code-AM2 - Office Indoor objects Detections

Here, we will detect/segment objects on the image(s) taken from inside the office.

Code-AM3 - Countries future predictions

With the help of old data of all countries, we will predict the countries future. For example future population, GDP, literacy rate, etc. This project will also be ineteresting for discussion, discussing how-to, coding, comparing/discssing the results.

Code-AM4 - Creation of emojis from facial expressions

In this project, we will read human facial expressions and then will create emojis (animation) for that person. Here camera of the PC could be used to detect face, or image saved in PC can also be used for creation of Emojis with the help of model, which we will develop/code. Let's discuss more in Discord.

Code-AD1 - Face Detection System

Let's create a model to detect Human beings faces.

Code-AD2 - Driver Drowsiness Detection

We will here develop a model, which will detect whether the Driver feels drowsiness or not.

Code-AD3 - Dynamic objects next move prediction with help of images

This is a Deep Learning project, where we will firstly detect dynamic (moving) objects on images and then develop a model to predict the next move of the object.

Code-AD4 - Predictiong planets and stars in images

Here, we will collect lots of space images. And then we will predict which one is star and which one is planets or something else.

Code-AR1 - Shortest Distance

Let's create a GUI, where user can move blocks. And with the help of our developed Reinforcement Learning mdoel, the model will find out shortest distance from point A to point B.

Code-AR2 - Lunar Lander

In this project, we will use environment LunarLander-v2 from Gym-OpenAI. The aim is to navigate the lander to the landing pad. Even after moving the landing pad, the lander should land upon that pad.

Code-AR3 - Pick and Place with Robot-Arm

In this Project, we will teach a Robot (Robot-Arm) to pick an object from point A and put it at point B. We will use here FetchPickAndPlace-v1 environment from Gym-OpenAI.

Code-AR4 - Self-Driving Car Race

Here, we will build a self driving car with 'AWS DeepRacer'. Aim will be to let the car reach to the finishing point as fast as possible without going out of track.