alessando-guida

Alessandro Guida's starred repositories

code-server

VS Code in the browser

Language:TypeScriptMIT66633 729 3461

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Language:Jupyter NotebookApache-2.045622 303 658

DragGAN

Official Code for DragGAN (SIGGRAPH 2023)

Language:PythonNOASSERTION35589 1002 186

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

CC-BY-SA-4.016062 404 53

imgaug

Image augmentation for machine learning experiments.

Language:PythonMIT14274 232 513

Transformers-Tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

Language:Jupyter NotebookMIT8584 131 431

TecoGAN

This repo contains source code and materials for the TEmporally COherent GAN SIGGRAPH project.

Language:PythonApache-2.05932 181 122

papermill

📚 Parameterize, execute, and analyze notebooks

Language:PythonBSD-3-Clause5725 89 398

PerceptualSimilarity

LPIPS metric. pip install lpips

Language:PythonBSD-2-Clause3514 52 107

Image-Super-Resolution-via-Iterative-Refinement

Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch

Language:PythonApache-2.03459 66 133

picoGPT

An unnecessarily tiny implementation of GPT-2 in NumPy.

Language:PythonMIT3133 29 10

An open-source project dedicated to tracking and segmenting any objects in videos, either automatically or interactively. The primary algorithms utilized include the Segment Anything Model (SAM) for key-frame segmentation and Associating Objects with Transformers (AOT) for efficient tracking and propagation purposes.

Language:Jupyter NotebookAGPL-3.02654 50 148

MedSAM

Segment Anything in Medical Images

Language:Jupyter NotebookApache-2.02466 17 242

imbalanced-dataset-sampler

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

Language:PythonMIT2224 31 35

statrethinking_winter2019

Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019

2014 173 36

dmls-book

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

2005 39 7

stylegan2-ada

StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation

Language:PythonNOASSERTION1793 35 111

fastMRI

A large-scale dataset of both raw MRI measurements and clinical MRI images.

Language:PythonMIT1278 74 114

practical-nlp-code

Official Repository for Code associated with 'Practical Natural Language Processing' book by O'Reilly Media

Language:Jupyter NotebookMIT1269 44 50

ttach

Image Test Time Augmentation with PyTorch!

Language:PythonMIT959 10 19

samm

A 3D Slicer integration to Meta's SAM.

Language:Jupyter NotebookMIT233 4 53

Jalali-Lab-Implementation-of-RAISR

Implementation of RAISR (Rapid and Accurate Image Super Resolution) algorithm in Python 3.x by Jalali Laboratory at UCLA. The implementation presented here achieved performance results that are comparable to that presented in Google's research paper (with less than ± 0.1 dB in PSNR). Just-in-time (JIT) compilation employing JIT numba is used to speed up the Python code. A very parallelized Python code employing multi-processing capabilities is used to speed up the testing process. The code has been tested on GNU/Linux and Mac OS X 10.13.2 platforms.

Language:PythonGPL-3.0128 7 5