Pinned Repositories
2020-04_appraisal-rl
Emotional appraisal in Reinforcement Learning Agents
AdaBoost-and-XGBoost-Classification-model-for-diabetic-prediction
A classification model using AdaBoost Algorithm and XGBoost Algorithm and using grid search to find the optimal value for the hyperparameters
Classification-of-SETI-dataset-using-CNNs
The objective is to classify the radio signals from outer space into one of four classes.
Dynamic_Maze_Solving
An epsilon-greedy Dueling Deep Q-Network Based on Prioritised Experience Replay to compute the minimal time path for traversing a maze.
Human-Action-Recognition-based-on-Pose-Estimation-
Aim of this project is to automatically recognize human actions based on analysis of the body landmarks using pose estimation.
License-Plate-Detection
The objective is to use OpenCV to detect the License plates of a Car using the HaarCascade_russian_plate_number XML file
MixSeq-Connecting-Macroscopic-Time-Series-Forecasting-with-Microscopic-Time-Series-Data
Testing the Reproducibility of the paper: MixSeq. Under the assumption that macroscopic time series follow a mixture distribution, they hypothesise that lower variance of constituting latent mixture components could improve the estimation of macroscopic time series.
Multi-task-Learning-for-Student-Mental-State-Recognition
Multi-task Learning for Student Mental State Recognition from Facial Expressions in-the-wild
Object-Detection-using-MaskRCNN-Detectron-model
The objective is to use Mask RCNN technique for instance segmentation on the COCO dataset.
Scene-Recognition-Spatial-Pyramid-Matching
Multi-class Logistic Regression Classifier with Spatial Pyramid Matching for Feature Extraction
Resh-97's Repositories
Resh-97/Classification-of-SETI-dataset-using-CNNs
The objective is to classify the radio signals from outer space into one of four classes.
Resh-97/Emotion-Detection-on-Fer-dataset-using-CNN-OpenCV
In this project, I predict the emotion of a person using his facial features in real-time.
Resh-97/Gender-Classification-on-UTKFace-dataset
The objective of this project is to classify each face based on gender using CNNs on Tensorflow 2.x and then, use OpenCV & Haar Cascade File to check the gender in real-time.
Resh-97/Image-denoising-using-Autoencoders
The objective is to add some noise to the images and then, use an Autoencoder to desnoise images .
Resh-97/Generative-Adversarial-Networks
The goal of this project is to correctly identify digits from a dataset of thousands of handwritten images.
Resh-97/Smart-Cab
Uses RL techniques and NLP concepts
Resh-97/Forecast-Cab-Booking-Demand
Objective of this project is to combine historical usage pattern along with the open data sources like weather data to forecast cab booking demand in a city.
Resh-97/Covid-Cases-Prediction
The goal of this task is to build a model that predicts the spread of the virus in the next 7 days. This project was perfomred around the month of March. Therefore all the data used were collected at that time.
Resh-97/Human-Action-Recognition-based-on-Pose-Estimation-
Aim of this project is to automatically recognize human actions based on analysis of the body landmarks using pose estimation.
Resh-97/FECNet
Facial Expression Feature Extractor
Resh-97/NetDissect-Lite
Light version of Network Dissection for Quantifying Interpretability of Networks