Discover ColasGael/cs231n-assignments-spring19 Open Source project

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ColasGael

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My personal solutions to the CS231n assignments (Spring 2019). CS231n: "CNN" is a Computer Vision class taught at Stanford.

Machine-Learning-for-Solar-Energy-Prediction

Predict the Power Production of a solar panel farm from Weather Measurements using Machine Learning

Python

228

Automatic-Video-Colorization

Automatic Video Colorization using Deep Neural Networks

Python

DeepClimb

A CNN approach to automatically assess bouldering routes difficulty levels

Jupyter Notebook

RL-chrome-dino

Reinforcement Learning to train an AI agent to play Dino Run on Chrome.

Python

RL-flappy-bird

Reinforcement Learning on playable version of Flappy Bird

Python

QA-squad

Extractive Question Answering on SQuAD 2.0

Python

EKF-nonholonomic-robot

Extended Kalman Filter for non-holonomic robot Simultaneous Localization and Mapping with unknown measurement noise

MATLAB

MyFoodora

Implementation of an online food ordering and delivery platform using OOP in Java

Java

photo2drawing

Automatic generation of pencil drawings from photos

Jupyter Notebook

Color-Pen-Prediction

Realization of a Magic Trick using an Arduino board connected to an Android app

Java

Autonomous-Aircraft

Simulation of an Aerial Transportation Network using both physical and simulated VTOL Drones

Java

Genetic-Algorithm-for-Offline-Path-Planning

Genetic Algorithm for Offline Path Planning in 2D maps.

Jupyter Notebook

advent_of_code

My solutions for the Advent Of Code puzzles

Python

ColasGael/cs231n-assignments-spring19

ColasGael

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