A curated list of awesome resources for topics related to computational photography via deep learning, which mainly focuses on image alignment and stitching.

A curated list of awesome resources for image alignment and stitching ...

Panoramic image stitching using SIFT and RANSAC in matlab.

Lightweight Image Super-Resolution with Enhanced CNN (Knowledge-Based Systems,2020)

LDC: Lightweight Dense CNN for Edge Detection

PlaneNet: Piece-wise Planar Reconstruction from a Single RGB Image

Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction: Implementation & Demo

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) H…

Official PyTorch Implementation of Correlation Verification for Image Retrieval, CVPR 2022 (Oral Presentation)

Electron Microscopy Image Registration using Correlation Volume

An implement of LEDNnet based on tensorflow framework

LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation

Optical Flow Prediction with TensorFlow. Implements "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume," by Deqing Sun et al. (CVPR 2018)

Various models for handling underexposure, overexposure, super-resolution, shadow removal, etc.

Resources for our paper "Low-Light Image and Video Enhancement: A Comprehensive Survey and Beyond"

Analysis of Traditional Computer Vision and Deep Learning Techniques of feature extraction for hand sign recognition.

[CVPR 2023] Official implementation for "CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion."

A python module with functions to compute two images' Correlation Coefficients.

Unsupervised Learning for Image Registration

Yolov5/Yolov4/ Yolov3/ Yolo_tiny in tensorflow

The implementation of various lightweight networks by using PyTorch. such as：MobileNetV2，MobileNeXt，GhostNet，ParNet，MobileViT、AdderNet，ShuffleNetV1-V2，LCNet，ConvNeXt，etc. ⭐⭐⭐⭐⭐

A library to stitch videos into maps with planar homography.

Official implementation of the paper GLU-Net (CVPR2020-Oral)

Reading list for research topics in multimodal machine learning

Datasets, Transforms and Models specific to Computer Vision

TensorFlow Implementation for Computing a Semantically Segmented Bird's Eye View (BEV) Image Given the Images of Multiple Vehicle-Mounted Cameras.

Models and examples built with TensorFlow

Google Research

ICCV2023 - Parallax-Tolerant Unsupervised Deep Image Stitching (UDIS++)