Perceptron's repositories
tensorflow-object-detection-api-configuration
This tutorial discusses how to configure the Tensorflow Object Detection API in windows and how implement custom object detection.
python-plays-dinosaur-game
This repository contains the materials used for implementing a Python code to automate and play the Chrome Dinosaur Game
COVID-19-Prediction-SL
This is an analysis done based on the confirmed cases of COVID-19 virus up to 24th of March. Using Linear Regression, the confirmed cases are predicted for coming 10 days (upto 05th of April). Lets hope this wont be accurate.
covid-chestxray-dataset
We are building an open database of COVID-19 cases with chest X-ray or CT images.
DLNN-Week-07
This week we discussed about Recurrent Neural Networks, Long Short Term Memory Cells, Back Propagation through time and how to apply LSTMs for time series/ sequence data. Then we implemented a simple random LSTM Neural Network to predict stock market values using a real data-set from AAPL.
DLNN-Week-08-GANs
This week we discuss about Generative Adversarial Networks
DLNN-Week-10
In this week we discussed about Reinforcement Learning. Under the topic, Q Learning and Policy based Learning sections were discussed. And we implemented a RL Agent for Cart-Pole environment available in Gym Module.
MLON-Week-04
This week we discussed about Support Vector Machine
Week-06
In this week we discussed about Feature Engineering, Dimensional Reduction Algorithms and Unsupervised Machine Learning Algorithms
Youtube-Code-Repository
Repository for most of the code from my YouTube channel