Zaid A . K.'s repositories
The-RL-Agent
path planning using Q learning algorithm
Image-dehazing
Dehazing using dark channel prior
super-pixel-segmentation
This technique reduces the number of distinct colors in an image, to produce a visually similar but compressed image.It uses K-Means Clustering to group pixels of similar color. The K centroids of the clusters represent 3D RGB color space & would replace the colors of all points in their cluster resulting in the image with K colors.
A-algorithm
implementation of A* algorithm using python
Chemical-Material
Compilation of material for chemical engineering IIT KGP
Compressive-Strength-Predicting-Mode
Compressive Strength Predicting Model using Extra Tree Regressor , Decision Tree Regressor , LGBMR Regressor ,Random Forest Regressor etc.
Crack-Detection-using-CNN
Crack Detection model using yolov7
Deep-RL-in-Stock-Market
Trained and Backtested Deep Reinforcement models like A2C, DDPG, PPO, TD3, SAC on US Stock market data.
Lane-detection
Lane detection of different type of roads usign open cv python
stock-market-prediction-model
Implemented a stock market prediction model using Machine Learning & Deep Learning models like Lasso Regression, LSTM etc.
Twitter-Sentiment-Analysis
Twitter Sentiment Analysis Using Bidirectional-LSTM Model
15-puzzle-game
classic 15-puzzle game made using javascript
Ardunio-Password-detection
Password Based Door Lock Security System Using Arduino & Keypad
Employee-management-system
Made using Django
Gesture-Volume-Control
Controlling volume of PC/Laptop using Gesture with the help of openCV
Grid-mapping-
Implementation of grid mapping using matlab
image-stiching
image stiching model , made using computer vision
QR-Code-Scanner
QR Code Scanner using C++
Semantic-Segmentation
Semantic Segmentation using U-NET
Algorithmic-Trading-Model-For-BTC-USDT-Crypto-Market-
Algorithmic Trading Model For BTC/USDT Crypto Market using MLP Classifier, LSTM and Technical Indicators