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Roadmap to becoming an Artificial Intelligence Expert in 2022
A PyTorch-based library for robust and high-quality blind face restoration using a codebook lookup transformer.
This is a fullstack tutorial covering backend technologies, architect path, and a developer community.
A collection of company-wise LeetCode questions for developer interview preparation.
LaMa is a PyTorch-based library for high-resolution image inpainting using Fourier convolutions.
A Python library for audio-based lip synchronization in talking head video editing.
Solutions and notes for the Machine Learning Specialization by Andrew NG on Coursera.
Donut is an OCR-free Document Understanding Transformer and Synthetic Document Generator for computer vision and document AI tasks.
A high-performance multi-object tracking library for real-time computer vision applications.
A comprehensive roadmap for becoming a game developer, written in Rust.
Code for robust monocular depth estimation, a key computer vision task for AI-powered apps.
DiffSinger is a singing voice synthesis system using a shallow diffusion mechanism, enabling efficient TTS and SVS.
A repository containing summaries and resources for the book 'Designing Machine Learning Systems' by Chip Huyen.
An open-source, camera-only framework for autonomous driving perception tasks like 3D object detection and semantic map segmentation.
An open toolkit for knowledge graph extraction and construction in Python.
A real-time, trimap-free portrait matting solution using AI and computer vision techniques.
Example code for Fluent Python, 2nd edition, showcasing concurrency and iterators in Python.
Thin-Plate Spline Motion Model for image animation, face reenactment, and motion transfer
VToonify: A high-resolution portrait video style transfer tool using StyleGAN2.
A curated list of awesome resources related to the yearly Advent of Code challenge.
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