Sarit Rath 's repositories
code-summarizer-dell
Explaining code (python) in natural language text using Microsoft CodeBert , TreeHugger, Hugging Face models.
Breast-Cancer-Prediction
Breast Cancer Prediction through ultrasound images and classifying them normal, benign and malignant using CNN and transfer learning- EfficientNetB5.
Face-Detector
Face detection & Face Mesh using OpenCV and Mediapipe.
Fake-News-Classifier
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.
federated-learning-flower
federated learning with flower - basics implementation tutorial notebooks.
GameOfThrones-Word2Vec
Implementing a Word2Vec model on the Game of Thrones book text.
image-Annotation-Speech
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 .
Image-InPainting-SAM
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.
MachineKnight-HouseRentPrediction
Hackathon winner at TechBairn MachineKnight hackathon 2022.
MoveNet-Pose-Detector
Pose Estimator using the fastest rendering MoveNet-Lightning framework with Tensorflow Lite.
alzheimers-detection
repo containing code and resources related to a web application for the detection of Alzheimer's disease by implementing AI methods.
AutoML
Automated Machine Learning Classification and detailed EDA using pycaret - classification, pandas profiling and streamlit.
convo-catalyst
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 ?).
recommender-systems
movie recommender system using content based, collaborative and hybrid recommendation approaches.
.NET-React-App
React web app using dotnet web api
Cats-vs-Dogs
Cats vs Dogs Image Classifier using CNN & VGG-16 Transfer Learning.
early-detection-categorization-lung-colon-cancer
fin year project 2024
EnglishToFrench-Translator
Language translator (English to French) using Sequence2Sequence RNN models with Bidirectional LSTM, GRU
FastML-API
Building a machine learning API using Python, FastAPI 🚀 and Scikit-Learn and deploying it using Heroku.
fish-classification
a DL project to classify different categories of fish by their images using CNN & transfer learning.
GAN-implementations
Repo containing basic and advanced GAN implementations.
hacktoberfest-2022-ml
Added the extensive EDA of Student Performance Dataset in Projects related to field of ML, DL, DS and NLP
NN-Practice
Repo containing my practice/ implementation notebooks on Neural Networks - Deep Learning.
SnapScribe
SnapScribe | The ultimate image captioning and image generation tool powered by AI.