Reshma Abraham's repositories
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.
Multi-task-Learning-for-Student-Mental-State-Recognition
Multi-task Learning for Student Mental State Recognition from Facial Expressions in-the-wild
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.
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
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.
demo-face-gan
A demonstration of using a live Tensorflow session to create an interactive face-GAN explorer.
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
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.
Detectron2-Instance-Segmentation
Streamlit App that performs object detection and instance segmentation with Detectron2
diffusion-nbs
Getting started with diffusion
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
K-Means-Clustering-on-News-Articles
Perform K-Means clustering on news articles of mixed topics including business, entertainment, politics, sports and technology
Model-Pruning-on-Face-Mask-Detector
Demonstartes model pruning.
Movie-Review-classification-using-Random-Forest-Classifier
A classifier which will flag all incoming reviews as positive or negative.
Pockets-Of-Reflection
Personal Blog
Pose-Estimation-Mediapipe
33 body landmark real-time detection using Mediapipe library.
TimeSynth
A Multipurpose Library for Synthetic Time Series Generation in Python
Vehicle-Detection-OpenCV
The objective is to detect Moving Cars in a video file using OpenCV using the HaarCascade_car.xml file