Daya Alex's repositories
CV-Person-Re-identification
Siamese Network-Pytorch implementation on Colab, Market-1501 dataset
aipnd-project
Project code for AI Programming with Python ND Program
CV-Object_Localisation
Object localisation on a custom dataset carried out using Pytorch framework on Colab
docker-starting-tutorials
getting-started-tutorials-from-dockerhub
Embeddings
A study on the ingenious concept of word2vec. The repository contains a detailed code of the CBOW and Skip-gram architectures.
ENet-Real-Time-Semantic-Segmentation
ENet - A Neural Net Architecture for real time Semantic Segmentation
FAI_CourseProject
Uninformed and Informed search on a directed graph initialised as dictionary
Maximum_Likelihood_Estimation
MLE mean and variance of a normally generated dataset
MO-book
Mathematical Opimization
Optimisation_Techniques
Assignment and projects
Perceptron-algorithm-in-python
General perceptron algorithm and perceptron algorithm run to seperate OR gate with 3 inputs with 3-D graph
snake-real-time-instance-segmentation
Code for "Deep Snake for Real-Time Instance Segmentation" CVPR 2020 oral
T5_nlg
Code for the medium blogpost "Data to Text generation with T5; Building a simple yet advanced NLG model"
Tensorflow_Deep_Taylor_LRP
Layerwise Relevance Propagation with Deep Taylor Series in TensorFlow