This is a repository to help all readers who are interested in handling noisy labels. We are planning to include all popularly used data (with data loader) and necessary implementations for evaluation.
These are a portion of the notes I kept for the lectures in my Master's in ETH Zurich. They are mostly based on the primary sources (i.e. lecture slides, tutorials, recordings, exercises), but there are occasional parts borrowed f
This practical PhD course explores the design of a simple reproducible environment for a deep learning project, using free, open-source tools (Git, DVC, Docker, Hydra, ...). The choice of tools is opinionated, and was made as a tr
A curated list of related resources for 6d object pose estimation, also including 3d objects reconstruction from a single view, and hand-object reconstruction. Since the reconstruction of the human body is similar to that of objec
This is an attempt to collect all info about Domain Driven Design the World knows in dynamic languages (Python, Ruby, PHP etc). Not only DDD but all worthy info about layered and clean architecture with separation of business logi