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ai-toolkit-mfs

A set of optimization functions and pipelines build from basics, for Neural Nets, Evolutionary Algorithms and Swarm Intelligence.

airplane_classifier

Classify and segment airplanes from satellite images

algo

Set up a personal IPSEC VPN in the cloud

algo-cheatsheet

personal lookup git for algorithms

arc_challenge_rule-based

kaggle arc challenge rule based attemps

arduino

ESP8266 core for Arduino

askmuhsin.github.io

AboutMe

autorccar

OpenCV Python Neural Network Autonomous RC Car

awesome-deep-learning-papers

The most cited deep learning papers

bashrc

.bashrc is a shell script that Bash runs whenever it is started interactively.

blockchain-demo

A web-based demonstration of blockchain concepts.

car-controller

A serial (UART) based firmware for an arduino that outputs a PWM signal for steering and motor control, also monitors battery voltage.

carnd-extended-kalman-filter-project

Self-Driving Car Nanodegree Program Starter Code for the Extended Kalman Filter Project

carnd-lanelines-p1

Lane Finding Project for Self-Driving Car ND

carnd-term1-starter-kit

carnd-unscented-kalman-filter-project

My solution to the Udacity Self-Driving Car Engineer Nanodegree Unscented Kalman Filter project.

cats_vs_dogs_nothing_new

ANN trained using Keras. Model has been saved.

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

cifar10_cnn_model

no maxpool, below 200k params, min 85%+acc, albumenation, make use of depthwise and dilated conv.

cifar_85

Train model having parameters less than 200k to give validation accuracy of 85% on CIFAR 10 dataset

clothing1m_experiments

some experiments on learning with noisy data using the clothing1M datset.

cmatrix

a source code mirror of cmatrix http://www.asty.org/cmatrix/

cnn_notes_dl_coursera

Notes and code from andrew ng's deep learning course

cnn_regularizations

Comparison / interaction study on Batch/Group/Layer Normalizations and L1/L2 losses

cnn_resources

code snippets and implementations of regularly used CNN pipelines

coal-mine-robot

An autonomous coal mine robot designed to do surveillance in coal mines. Measure toxic gas, temperature, fire and produce alerts.

colab_selenium

running colab on selenium

contiki

The official git repository for Contiki, the open source OS for the Internet of Things

convex_polygons

a python polygon sequence

cruise-control-design-using-pid

A simple cruise control system with PID controller; design done in Simulink.