DeepFake Detection using Explainable AI
Computer Vision - DeepFake Detection with Explainable AI
Projects
Formula-1 Data Analysis with Azure Databricks
F1 data analysis with Azure Cloud
LOLgorithm: Humor Detection
NLP - Leveraging syntactic, semantic and contextual embeddings for humor detection
CNNs vs ViT
Computer Vision - Comparison of CNN and Vision Transformers
News Classification with ChatGPT
NLP - News Classification with ChatGPT leveraging prompt engineering
Video Streaming Service on AWS
Cloud Computing - A Video Streaming Platform with AWS
Blob Detection
Image Processing - Statistical Blob Detection
3D Reconstruction
Image Processing - 2D to 3D Reconstruction: Single View Metrology
Convolution-DFT-IDFT
Image Processing - 2D Convolution, Discrete Fourier Transform and Inverse-FFT implementation from scratch
EEG-based Activity Recognition
EEG-based Activity Recognition with Sequential Models
Terrain Identification using Machine Learning
Machine Learning - Terrain Identification using Long-Short-Term-Memory Network
MLFlow in Action
MLOps - Exploring MLflow capabilities
Convergence Test of a Random Variable
Random Processes - 2D Convolution, Discrete Fourier Transform and Inverse-FFT implementation from scratch