pulse
Upsampling tool
A software project that uses generative models to improve image resolution through self-supervised learning
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models
8k stars
228 watching
2k forks
Language: Python
last commit: over 5 years agoRelated projects:
| Repository | Description | Stars |
|---|---|---|
 mkocabas/vibe | A video pose and shape estimation method that predicts body parameters for each frame of an input video. | 2,911 |
 tencentarc/gfpgan | An algorithm for restoring damaged or obscured faces in images | 36,009 |
 yangxy/gpen | An open-source software project that develops and provides tools for restoring degraded faces in images using Generative Pre-trained Networks. | 2,456 |
 jiahuiyu/generative_inpainting | An image inpainting framework that utilizes DeepFill and generative adversarial networks to remove objects from images. | 3,295 |
 facebookresearch/dinov2 | A PyTorch implementation of a self-supervised learning method for learning robust visual features without supervision. | 9,425 |
 google-research/vision_transformer | Provides pre-trained models and code for training vision transformers and mixers using JAX/Flax | 10,620 |
| facebookresearch/imagebind | An AI framework that combines data from multiple sources into a single embedding space, enabling various applications such as cross-modal retrieval and generation. | 8,424 |
 ageitgey/face_recognition | A Python library for detecting and recognizing faces in images | 53,692 |
 dmitryulyanov/deep-image-prior | A project demonstrating image restoration using neural networks without learning | 7,920 |
 jacobgil/pytorch-grad-cam | A package providing advanced explainability methods for deep learning models in computer vision | 10,781 |
 leoxiaobin/deep-high-resolution-net.pytorch | An implementation of a deep learning network for human pose estimation using high-resolution representations | 4,354 |
 nvlabs/stylegan | A deep learning framework implementing a generator architecture for generating images with controllable attributes and disentangled latent factors | 14,178 |
 clovaai/stargan-v2 | A Python implementation of an image-to-image translation model for generating diverse images across multiple domains. | 3,513 |
 lllyasviel/ic-light | A software project for manipulating image illumination using machine learning models | 6,945 |
 sczhou/codeformer | A deep learning-based framework for enhancing and restoring images of faces in various conditions | 16,049 |