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/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.
Resh-97/Multi-task-Learning-for-Student-Mental-State-Recognition
Multi-task Learning for Student Mental State Recognition from Facial Expressions in-the-wild
Resh-97/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
Resh-97/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.
Resh-97/2020-04_appraisal-rl
Emotional appraisal in Reinforcement Learning Agents
Resh-97/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
Resh-97/COMP6248
Deep Learning and Differentiable Programming
Resh-97/COMP6248-Deep-Learning-2019to2020
Personal Coursework Repository of Deep Learning in the University of Southampton, which is led by Jonathon Hare.
Resh-97/demo-face-gan
A demonstration of using a live Tensorflow session to create an interactive face-GAN explorer.
Resh-97/Object-Detection-using-MaskRCNN-Detectron-model
The objective is to use Mask RCNN technique for instance segmentation on the COCO dataset.
Resh-97/Scene-Recognition-Spatial-Pyramid-Matching
Multi-class Logistic Regression Classifier with Spatial Pyramid Matching for Feature Extraction
Resh-97/CVPR2023-Papers-with-Code
CVPR 2023 论文和开源项目合集
Resh-97/DeepLearningNotes
A personal documentation of a few important concepts in deep learning implementation.
Resh-97/Detectron2-Instance-Segmentation
Streamlit App that performs object detection and instance segmentation with Detectron2
Resh-97/diffusion-nbs
Getting started with diffusion
Resh-97/Face-Detection-with-Mediapipe-Library
Resh-97/Face-Mask-Detector
Deep Learning model to detect in real-time whether a person is wearing a face mask or not
Resh-97/Face-Mesh-Mediapipe
Detecting 468 landmarks on faces real-time
Resh-97/Fastai
course.fast.ai 2022 part 2
Resh-97/Finger-Counter
Resh-97/Fitness-Trainer
Resh-97/Gesture-Volume-Control
Resh-97/Hand-Tracking
Resh-97/K-Means-Clustering-on-News-Articles
Perform K-Means clustering on news articles of mixed topics including business, entertainment, politics, sports and technology
Resh-97/Model-Pruning-on-Face-Mask-Detector
Demonstartes model pruning.
Resh-97/Movie-Review-classification-using-Random-Forest-Classifier
A classifier which will flag all incoming reviews as positive or negative.
Resh-97/Pockets-Of-Reflection
Personal Blog
Resh-97/Pose-Estimation-Mediapipe
33 body landmark real-time detection using Mediapipe library.
Resh-97/TimeSynth
A Multipurpose Library for Synthetic Time Series Generation in Python
Resh-97/Vehicle-Detection-OpenCV
The objective is to detect Moving Cars in a video file using OpenCV using the HaarCascade_car.xml file