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Repository Details
Repository contains code to develop my research portfolio website
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Event-Driven-Pedestrian-Vehicle-Detection
Implementation of a real-time event-driven Vehicle Detection & Counting system using OpenCV & YOLO v3 (608 x 608)Python
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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
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Deep_Self-Supervised_Art_Style_Recognition
Implementation of Auto Encoding Transformers for Art Style RecognitionPython
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Architectural-Thinking-for-AI-Systems
Designing a context-aware Intelligent Assistant using Deep-Q Learning as part of ATIS courseware at Saarland University
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graph_neural_network
Implementation of a custom Sparse Adjacency Matrix (prior) for a Graph Neural Network classifier for MNISTJupyter Notebook
2
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Open_Domain_Question_Answering
NLP project to implement a Deep Neural Question Answering System utilizing Knowledge Graphs and Wikipedia CorpusPython
2
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Statistical-NLP-Information-Retrieval-Project
Multi-stage Informational Retrieval & Ranking System developed as part of Statistical Natural Language Processing courseworkPython
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message_queuing_telemetry_transport
MQTT Client application to simulate lightweight, publish-subscribe network protocol for IoT devices.Python
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LeetCode_Coding_Interview
Python solutions for Leet Code/GeeksforGeeks Interview QuestionsPython
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akshayjoshii
Special GitHub repository to demonstrate my projects, publications, and miscellaneous code contributions.
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Speech-Recognition
Automated Speech Recognition, Manifold Learning & Agglomerative ClusteringPython
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Saarland-HLCV-Assignment-3
Implementation of CNNs and finetuning pre-trained VGG-11 model on CIFARJupyter Notebook
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socket_programming
File Transfer Simulation with MD5 Hash CheckPython
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