Developing a well-documented repository for the Lung Nodule Detection task on the Luna16 dataset. This work is inspired by the ideas of the first-placed team at DSB2017, "grt123".

TensorFlow (Keras) implementation of MobileNetV3 and its segmentation head

Computer vision deep learning example notebook

This notebook focuses on data analysis, class exploration, and data augmentation.

Neural Networks with TensorFlow 2 and Keras in Python (Jupyter notebooks included)

RAG system using Hugging Face models, multiple vector stores (Chroma, Pinecone, FAISS), and CRAG, with sentence transformers and benchmarking tools for optimized retrieval and content generation.

This repository contains the jupyter notebook catering to demonstrating the image augmentation techniques using pytorch.

Shazam-style composer ID for classical piano (MIDI or audio) with a compact CNN. Streamlit UI + Colab notebooks.

Contained in this repository are the Jupyter notebooks that contain the scripts used in this project. Examples include: exploratory data analysis, creation of training, validation and test data sets, and CNN model development and data extraction.