amitguptapc

Image_Captioning_Bot

RNN & LSTM based tool that provides caption for the input images. It uses Transfer Learning to train the images using the weights of ResNet60 Architecture. It uses Glove6B.50D embeddings, to convert the captions into vectors.

Face_Recognizer

Face Recognition tool built using OpenCV and Haarcascade Classifier. Uses KNN Algorithm to identify the person, and displays the name of the person above the face.

Web_Crawler

Scrapy based web crawler for scraping a furniture website, for a given list of categories. It stores the images of 20 items in each category, along with some relevant description about each of them.

Emoji_Predictor

😀 😁 😎 Recurrent Neural Network based Model that predicts emoji for the given Text. It uses Transfer Learning to learn the weight of the words from the Glove.6B.50D Embeddings.

Image_Segmenter

Python based tool for Segmenting an image, by extracting the dominant colors in the image. It uses K-means Clustering Algorithm, and displays the segmented image using only those dominant colors.

Portrait_Filter

OpenCV based application that adds Mustache and glasses in the live input through webcam. It identifies the position of eyes and nose using their respective Haar cascades.

Data_Science

It includes Machine Learning topics like KNN, Regression, Clssification, SVM, K-means clustering etc. And Deep learning topics like ANN, RNN, CNN, Reinforcement Learning & Generative Adversarial Networks.

amitguptapc

Assistive_Vision

A assistive tool for visually impaired people, that converts the input from camera into audio output, which helps the person to visualize the surroundings. It uses CNN to analyze the images and LSTM to generate text.

Balloon_Game

Balloon Bursting Game

amitguptapc/Fish_Feeder_API

SpringBoot Application to schedule the process of automatically feeding fishes using Raspberry Pi as microcontroller

amitguptapc/Fish_Feeder_WearOS

WearOS app designed for triggering the fish feeder APIs

amitguptapc/amitguptapc

amitguptapc/Competitive_Programming

Competitive Programming problems

amitguptapc/Marks_Predictor

Linear Regression Based Marks Prediction Model, deployed on web using Flask and Heroku Cloud Platform.

amitguptapc/Assistive_Vision

A assistive tool for visually impaired people, that converts the input from camera into audio output, which helps the person to visualize the surroundings. It uses CNN to analyze the images and LSTM to generate text.

amitguptapc/Time_Series

Forecasting on Time Series using LSTMs, DNNs, RNNs & Convolutions

amitguptapc/Covid-19_Detector

CNN based model, that classifies the chest X-rays as Covid +ve or -ve, by extracting the features in the scans.

amitguptapc/Photo-Hunt-Solver

OpenCV & Scikit-Image based tool that solves 'Spot The Difference Puzzle'.

amitguptapc/Music_Generator

LSTM based model that generates midi file as per the given input.

amitguptapc/Rock-Paper-Scissors

SqueezeNet based model that enables user to play Rock Paper Scissors with computer.

amitguptapc/Data_Science

It includes Machine Learning topics like KNN, Regression, Clssification, SVM, K-means clustering etc. And Deep learning topics like ANN, RNN, CNN, Reinforcement Learning & Generative Adversarial Networks.

amitguptapc/Face_Recognizer

Face Recognition tool built using OpenCV and Haarcascade Classifier. Uses KNN Algorithm to identify the person, and displays the name of the person above the face.

amitguptapc/Image_Captioning_Bot

RNN & LSTM based tool that provides caption for the input images. It uses Transfer Learning to train the images using the weights of ResNet60 Architecture. It uses Glove6B.50D embeddings, to convert the captions into vectors.

amitguptapc/Emoji_Predictor

😀 😁 😎 Recurrent Neural Network based Model that predicts emoji for the given Text. It uses Transfer Learning to learn the weight of the words from the Glove.6B.50D Embeddings.

amitguptapc/Portrait_Filter

OpenCV based application that adds Mustache and glasses in the live input through webcam. It identifies the position of eyes and nose using their respective Haar cascades.

amitguptapc/Ludo

Java Implementation of the game Ludo.

amitguptapc/Web_Crawler

Scrapy based web crawler for scraping a furniture website, for a given list of categories. It stores the images of 20 items in each category, along with some relevant description about each of them.

amitguptapc/FingerPrint_Indexing

Optimizing Fingerprint validation using Wavelet Tree

amitguptapc/Image_Segmenter

Python based tool for Segmenting an image, by extracting the dominant colors in the image. It uses K-means Clustering Algorithm, and displays the segmented image using only those dominant colors.

amitguptapc/Flappy_Bird

Java version of the popular game Flappy Bird

amitguptapc/Machine_Learning

amitguptapc/Dynamic_Programming

Questions of Dyanmic Programming

amitguptapc/Simple_Calculator

Basic Calculator

amitguptapc/Ellios_Adventure

2D Game in Java

amitguptapc/Road_Fighter

2D Car Survival Game

amitguptapc/Balloon_Game

Balloon Bursting Game

amitguptapc/Sudoku_Solver

Visualising Backtracking algorithm in the filling of sudoku using java swing

amitguptapc/Tromino-Tiling-Algorithm

Divide and Conquer approach to Tromino Tiling

amitguptapc/IDE

A simple IDE using Java as frontend, and jdoodle rest API for backend.