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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.

comp6248

Deep Learning and Differentiable Programming

comp6248-deep-learning-2019to2020

Personal Coursework Repository of Deep Learning in the University of Southampton, which is led by Jonathon Hare.

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.

cvpr2023-papers-with-code

CVPR 2023 论文和开源项目合集

deeplearningnotes

A personal documentation of a few important concepts in deep learning implementation.

demo-face-gan

A demonstration of using a live Tensorflow session to create an interactive face-GAN explorer.

detectron2-instance-segmentation

Streamlit App that performs object detection and instance segmentation with Detectron2

diffusion-nbs

Getting started with diffusion

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.

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.

face-detection-with-mediapipe-library

face-mask-detector

Deep Learning model to detect in real-time whether a person is wearing a face mask or not

face-mesh-mediapipe

Detecting 468 landmarks on faces real-time

fastai

course.fast.ai 2022 part 2

fecnet

Facial Expression Feature Extractor

finger-counter

fitness-trainer

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.

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.

generative-adversarial-networks

The goal of this project is to correctly identify digits from a dataset of thousands of handwritten images.

gesture-volume-control

hand-tracking

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.

image-denoising-using-autoencoders

The objective is to add some noise to the images and then, use an Autoencoder to desnoise images .

k-means-clustering-on-news-articles

Perform K-Means clustering on news articles of mixed topics including business, entertainment, politics, sports and technology

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.