kartik495 Goto Github PK

balancing-rod-ai

In this first I have created a pygame and then used deep reinforcement learning to create an AI to play that game

blueprint-data-extraction

This code is for extracting text and lines data from an blueprint of a floor of building using OpenCV. Data includes text in image,its location, and wall location

deep-learning-keras-dataset-

this repository contain project like classification etc on keras in-built dataset

django-pp1

django-rest

face-recognition

In this i had a dataset of 40 distinct face with 5 pic per face i am tried different models with different hyper parameter. The maximum accuracy i was able to get was 70%. This is mainly due to lack of data. Each model folder contain its architecture weights and training vs test accuracy and loss graph

face-recognition-2.0

Here i have used different concept than the usual one instead of making model for each face i created a model to predict wether 2 given faces are of same person or not by using the face stored in database we can group faces like in Google photos

fastapi-and-arangodb

Simple implementation of pyarango with FastApi

filed

finding-goal

This was my first project in which I have created a fully customizable grid where you can select grid shape, and position of fire, goal, and wall. In this way, you can understand how q learning works.

flappy-bird

I just made to try pygame therefore i have focused on logic only rather than on graphics

gloryautotech

handwritten_digit_recognition

image-encoding

Here with the help of auto-encoder i am encoding handwritten digit

invisible_cloak

loan-prediction

here i have created KNeighbor classifier model to predict if he is applicable for loan or not

machine-learning-sklearn-dataset-

This repository contain few machine learning programs that i did while learning such as cancer classification, iris dataset classification

open-cv-projects

splash

tt

App for TT