anil2k's Projects
autoAnnoter its a tool to auto annotate data using a exisiting models
Detect change in pre and post satelliete image
To design an algorithm that can automatically measure the fetal head circumference given a 2D ultrasound image.
This repository contains an automated tooth segmentation and whitening pipeline built using YOLOv8 for dental applications. The pipeline includes tooth segmentation using YOLOv8, shade detection using cosine distance, histogram analysis, and tooth whitening.
A machine learning approach of automatic identification and counting of all types of blood cells: RBCs, WBCs, and Platelets with K-nearest neighbor (KNN) and intersection over union (IOU) based verification.
Car number plate detection and identify
artificial neural network based solution prediction for churn prediction
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
DeepPrivacy: A Generative Adversarial Network for Face Anonymization
Code for the book Deep Learning From Scratch, from O'Reilly September 2019
Drag & drop UI to build your customized LLM flow
āļø DEPRECATED ā See https://github.com/ageron/handson-ml3 instead.
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Image classification from scratch
The Indian Sign Language Recognition project utilizes the robust Mediapipe framework to detect landmarks within Indian Sign Language (ISL) gestures, aiming to enable accurate interpretation and effective communication. By combining landmark detection with a gesture classification model.
Notebooks and code for the book "Introduction to Machine Learning with Python"
āļø Langflow is a dynamic graph where each node is an executable unit. Its modular and interactive design fosters rapid experimentation and prototyping, pushing hard on the limits of creativity.
Course with a roadmap and notebooks to get into Large Language Models (LLMs).
A resource for learning about Machine learning & Deep Learning