Code for NeurIPS 2024 paper - The GAN is dead; long live the GAN! A Modern Baseline GAN - by Huang et al.

Open source tools for computational pathology - Nature BME

Exploring Image Deblurring via Blur Kernel Space (CVPR'21)

Lens design, optimization, and analysis in Python

The code for 'Intriguing Findings of Frequency Selection for Image Deblurring' and 'Deep Residual Fourier Transformation for Single Image Deblurring'

Wrapper around the Zemax OpticStudio API. Provides a more pythonic and intuitive way to interact with the ZOS-API through python using a .NET connection.

SAFNet: Selective Alignment Fusion Network for Efficient HDR Imaging (ECCV 2024)

BurstM: Deep Burst Multi-scale SR using Fourier Space with Optical Flow

neosr is a framework for training real-world single-image super-resolution networks.

DFlat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasurface optics, it may be used for any end-to-end imaging and sensing task.

IGConv: Implicit Grid Convolution for Multi-Scale Image Super-Resolution

Arxiv - Partial Large Kerenl CNNs for Efficient Super-Resolution

Official code for "SRFormer: Permuted Self-Attention for Single Image Super-Resolution" (ICCV 2023) and SRFormerV2

Code release for ConvNeXt V2 model

📷 RAW image processing for Python, a wrapper for libraw

DeepLens: a differentiable ray-tracer for computational lens design.

AutoLens: automated lens design from scratch.

Wavelet Convolutions for Large Receptive Fields. ECCV 2024.

✨🔬 A flexible diffraction simulator for exploring and visualizing physical optics.

Count the MACs / FLOPs of your PyTorch model.

Optical Elements Addon for Blender

Swift Parameter-free Attention Network for Efficient Super-Resolution