Sarit Rath 's Projects
React web app using dotnet web api
repo containing code and resources related to a web application for the detection of Alzheimer's disease by implementing AI methods.
Automated Machine Learning Classification and detailed EDA using pycaret - classification, pandas profiling and streamlit.
A simple personalized bot - Blanco using python.
Breast Cancer Prediction through ultrasound images and classifying them normal, benign and malignant using CNN and transfer learning- EfficientNetB5.
Cats vs Dogs Image Classifier using CNN & VGG-16 Transfer Learning.
Explaining code (python) in natural language text using Microsoft CodeBert , TreeHugger, Hugging Face models.
This a simple python GUI game of guessing the colour of the word .
A LangChain powered LLM model that provides you a summary, interesting facts, topics of interest and an ice-breaker to help start a conversation with a person by scraping their LinkedIn profile (and Twitter profile ?).
EDA and Price Prediction using ML algorithms.
fin year project 2024
Language translator (English to French) using Sequence2Sequence RNN models with Bidirectional LSTM, GRU
Face detection & Face Mesh using OpenCV and Mediapipe.
A Fake News Classifier using different ML models with TF-IDF & Bag-of-Words encodings of text and also LSTM, Bi-directional LSTM models with Word2Vec text embedding.
Building a machine learning API using Python, FastAPI 🚀 and Scikit-Learn and deploying it using Heroku.
federated learning with flower - basics implementation tutorial notebooks.
EDA, Prediction and Feature Analysis of the FIFA 22 male players dataset. Fun experiment combining the 3 things I love: Football, Analytics, XGBoost. In that order :)
a DL project to classify different categories of fish by their images using CNN & transfer learning.
Implementing a Word2Vec model on the Game of Thrones book text.
Repo containing basic and advanced GAN implementations.
Added the extensive EDA of Student Performance Dataset in Projects related to field of ML, DL, DS and NLP
Hand Gesture Volume Control 🔊 and Finger Counter ✌️ by hand tracking using OpenCV and Mediapipe.
Predicting Heart Attacks using different ML Models.
Explaining the contents of an image in the form of speech through caption generation using Inception-V3 model , LSTM model ,Goggle Text-To-Speech API and playsound library .
A combination of Image segmentation, Image editing and in-place Image generation using Meta's Segment Anything model , StabilityAI's Stable Diffusion-2 model and GPT-4.
EDA of all international football matches since 1872 to 19-11-2021.
LipSyncr is a lip reading web app based on the LipNet model that can lip read videos.
Hackathon winner at TechBairn MachineKnight hackathon 2022.
Repo containing all of my practice projects and notebooks of ML algorithms whilst learning it.