[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer
- codebook
- codeformer
- face-enhancement
- face-restoration
Repository Index
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Image augmentation for machine learning experiments.
- image-augmentation
- machine-learning
- augmentation
- deep-learning
Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.
- basicsr
- esrgan
- edsr
- rcan
TranslatedOpen-source manuscript of 《深入理解 AI Infra：量化分析与系统设计》 (In-Depth Understanding of AI Infra: Quantitative Analysis and System Design), by 李博杰 (Li Bojie): starting from hardware constraints and model architecture, it quantitatively derives the system design of LLM inference and training. Includes the full text of the book, a PDF, and companion calculation tools and experiments
- accelerator
- ai-infra
- ai-infrastructure
- book
ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.
- esrgan
SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.
- deep-learning
- diffusion-models
- llava
- sdxl
SwinIR: Image Restoration Using Swin Transformer (official repository)
- image-super-resolution
- image-denoising
- compression-artifact-reduction
- image-deblocking
AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.
A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.
Idol: a single image to 3D Gaussians. Inference SDK and demo.
SUPRA-Tex: 3D Generation with Super-Aligned Texture
- 3d
- 3dgeneration
- mesh
- pbr
Comi (可米) — a tiny 3D plush desktop companion for macOS and Windows: hops around, waves, claps her clapperboard and keeps you company while you work. Optional local status bridge for DSH / ZCode / Claude Code / Cursor / OpenCode / Codex. Zero dependencies.
A collection of tools for painting super-resolution images
- microscopy
- super-resolution
- smlm
- dna-paint
A python3 library for performing an enhanced scapy Multi-Traceroute (MTR) with resulting SVG visual.
Gaussian processes and Bayesian optimization for images and hyperspectral data
- image-processing
- hyperspectral-images
- gaussian-processes
- bayesian-optimization
Noise Correction Algorithm for sCMOS cameras
- cmos
- imaging
- noise
- readout