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Starred repositories
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written in Jupyter Notebook
Clear filter
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
A latent text-to-image diffusion model
Examples and guides for using the OpenAI API
This repository is maintained by Omar Santos (@santosomar) and includes thousands of resources related to ethical hacking, bug bounties, digital forensics and incident response (DFIR), AI security,…
Neural Networks: Zero to Hero
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
An Interactive Introduction to Fourier Transforms
A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.
Face Depixelizer based on "PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models" repository.
SDK for interacting with stability.ai APIs (e.g. stable diffusion inference)
Theory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.
3D mesh stylization driven by a text input in PyTorch
FaceScape (PAMI2023 & CVPR2020)
OpenAI CLIP text encoders for multiple languages!
Personalization for Stable Diffusion via Aesthetic Gradients 🎨
[SIGGRAPH Asia 2022] Text2Light: Zero-Shot Text-Driven HDR Panorama Generation
Example code for the Siggraph Asia Tutorial CreativeAI
Face Image Motion Model (Photo-2-Video) based on "first-order-model" repository.
Repository of code and resources related to different data science and machine learning topics. For learning, practice and teaching purposes.
Open Source Architecture Code Analyzer
Example scripts and applications for automating and developing with STK and STK Engine.
Third-party audio effects plugins as differentiable layers within deep neural networks.
A doodle classifier(CNN), trained on all 345 categories from Quickdraw dataset.
Supports de formation Deep Learning (diapos et exercices pratiques)
Various Python Simulations
Deep learning computer vision for classifying wildlife in camera trap images