lady_data's Projects
A curated list of awesome computer vision resources
Data Engineer
newly created cd0387 from nd009t-c3repo
Clustering methods in Machine Learning includes both theory and python code of each algorithm. Algorithms include K Mean, K Mode, Hierarchical, DB Scan and Gaussian Mixture Model GMM. Interview questions on clustering are also added in the end.
Personal implementation for Stanford CS231n / Umich: Deep Learning for Computer Vision (by Justin Johnson)
My assignment solutions for Stanford’s CS231n (CNNs for Visual Recognition) and Michigan’s EECS 498-007/598-005 (Deep Learning for Computer Vision), version 2020.
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Course notes and notebooks to teach the fundamentals of how deep learning works; uses PyTorch.
Code companion to the O'Reilly "Fundamentals of Deep Learning" book
The official code repository for examples in the O'Reilly book 'Generative Deep Learning'
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.
Predicting Hotel Cancellations and ADR with machine learning. Classification, regression, time series analysis.
Dogs image classification
Free and Open Source Machine Translation API. 100% self-hosted, offline capable and easy to setup.
Learn how the neural networks work and how to implement them from scratch.
NYU Deep Learning Spring 2021
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
Python Data Science Handbook: full text in Jupyter Notebooks
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
Deep Learning (with PyTorch)
Enhancing automated detection and classification of skin cancer using advanced image filtering, feature extraction, and synthetic data.
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
Trained models with support for legacy and LSTM OCR engine
Tesseract Open Source OCR Engine (main repository)