Nicola Dall'Asen's repositories
express-knex-objection
A simple API system on a pg database, using knex and objection to simplify connection and management
al-folio
A beautiful, simple, clean, and responsive Jekyll theme for academics
ArxivDigest
ArXiv Digest and Personalized Recommendations using Large Language Models
chatpgt-telegram
Run your own GPTChat Telegram bot, with a single command!
ControlNet
Let us control diffusion models!
ControlNet-v1-1-nightly
Nightly release of ControlNet 1.1
DeepSeek-VL
DeepSeek-VL: Towards Real-World Vision-Language Understanding
denoising-diffusion-gan
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs https://arxiv.org/abs/2112.07804
dl-visualization
This is the source code for the animations in the series "Visualizing Deep Learning"
faceshifter
Unofficial PyTorch Implementation for FaceShifter (https://arxiv.org/abs/1912.13457)
FairMOT
This project provides an official implementation of our recent work on real-time multi-object tracking in videos. The previous works conduct object detection and tracking with two separate models so they are very slow. In contrast, we propose a one-stage solution which does detection and tracking with a single network by elegantly solving the alignment problem. The resulting approach achieves groundbreaking results in terms of both accuracy and speed: (1) it ranks first among all the trackers on the MOT challenges; (2) it is significantly faster than the previous state-of-the-arts. In addition, it scales gracefully to handle a large number of objects.
hififace
Unofficial PyTorch Implementation for HifiFace (https://arxiv.org/abs/2106.09965)
how-do-vits-work
(ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"
insightface
Face Analysis Project on MXNet and PyTorch
k-diffusion
Karras et al diffusion for PyTorch
lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡
PerceptualSimilarity
LPIPS metric. pip install lpips
pixel2style2pixel
Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework
PyTorch_YOLOv4
PyTorch implementation of YOLOv4
StyleSwin
StyleSwin: Transformer-based GAN for High-resolution Image Generation
TransGAN
[NeurIPS‘2021] "TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up", Yifan Jiang, Shiyu Chang, Zhangyang Wang