akshayjoshii/Deep_Self-Supervised_Art_Style_Recognition

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akshayjoshii/Deep_Self-Supervised_Art_Style_Recognition

akshayjoshii

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Implementation of Auto Encoding Transformers for Art Style Recognition

Event-Driven-Pedestrian-Vehicle-Detection

Implementation of a real-time event-driven Vehicle Detection & Counting system using OpenCV & YOLO v3 (608 x 608)

COVID19-Tweet-Sentiment-Analysis-and-EDA

The COVID-19 Tweets dataset hosted on Kaggle has 92,276 unique tweets related to the COVID-19 pandemic. Each tweet containes the high-frequency hashtag (#covid19) and are scrapped using Twitter API. The dataset does not contain sentiment labels corresponding to each tweet. Thus, supervised learning (ML/DL) methods cannot be used directly for training on the dataset.

Jupyter Notebook

Architectural-Thinking-for-AI-Systems

Designing a context-aware Intelligent Assistant using Deep-Q Learning as part of ATIS courseware at Saarland University

graph_neural_network

Implementation of a custom Sparse Adjacency Matrix (prior) for a Graph Neural Network classifier for MNIST

Jupyter Notebook

Open_Domain_Question_Answering

NLP project to implement a Deep Neural Question Answering System utilizing Knowledge Graphs and Wikipedia Corpus

Statistical-NLP-Information-Retrieval-Project

Multi-stage Informational Retrieval & Ranking System developed as part of Statistical Natural Language Processing coursework

message_queuing_telemetry_transport

MQTT Client application to simulate lightweight, publish-subscribe network protocol for IoT devices.

akshayjoshii.github.io

Repository contains code to develop my research portfolio website

LeetCode_Coding_Interview

Python solutions for Leet Code/GeeksforGeeks Interview Questions

akshayjoshii

Special GitHub repository to demonstrate my projects, publications, and miscellaneous code contributions.

Speech-Recognition

Automated Speech Recognition, Manifold Learning & Agglomerative Clustering

Saarland-HLCV-Assignment-3

Implementation of CNNs and finetuning pre-trained VGG-11 model on CIFAR

Jupyter Notebook

socket_programming

File Transfer Simulation with MD5 Hash Check