DFM
Image matcher
A tool for evaluating image matching algorithms, providing a performance baseline with Python and MATLAB implementations
Python (Pytorch) and Matlab (MatConvNet) implementations of CVPR 2021 Image Matching Workshop paper DFM: A Performance Baseline for Deep Feature Matching
198 stars
2 watching
22 forks
Language: MATLAB
last commit: over 2 years ago
Linked from 1 awesome list
cvpr2021feature-detectionfeature-extractionfeature-matchingimage-matching
uhub/awesome-matlabRelated projects:
| Repository | Description | Stars |
|---|---|---|
 guglu/ppf-matching | A Matlab implementation of a point-pair feature matching method for detecting and localizing objects in 3D images. | 49 |
 dmtrkovalenko/odiff | A tool for comparing two images pixel by pixel to determine their visual difference. | 2,069 |
 aaltovision/dgc-net | An implementation of a dense geometric correspondence network using PyTorch for image matching and computer vision tasks. | 203 |
 kunpengli1994/vsrn | An open-source PyTorch implementation of a visual semantic reasoning model for image-text matching | 294 |
 radimspetlik/si-ddpm-fmo | A Python-based framework for training and evaluating deep learning models for single-image deblurring, shape, and trajectory recovery of fast-moving objects. | 5 |
 ymjs-irfan/dp-fedsam | This repository provides an implementation of a differentially private federated learning algorithm designed to improve the robustness and performance of federated machine learning systems. | 42 |
 chunmeifeng/fedpr | An algorithm for learning federated visual prompts in null space to improve MRI reconstruction performance on limited local data and reduced communication costs | 43 |
 mahmoudnafifi/wb_srgb | Corrects images with improper white balance by learning from the nearest neighbors of properly white-balanced images | 345 |
 muyang0320/tensorflow-deeplab-resnet-crf | An implementation of DeepLab-ResNet in TensorFlow for semantic image segmentation | 18 |
 waps101/3dmm_edges | A Matlab implementation of an algorithm for fully automatically fitting a 3D Morphable Model to a single image using landmarks and edge features. | 146 |
 huggingface/optimum-benchmark | A tool for comparing and optimizing the performance of various machine learning frameworks and models on different hardware platforms. | 265 |
 mc-e/deep-generalized-unfolding-networks-for-image-restoration | An image restoration framework using neural networks with interpretable and adaptive structure for diverse applications | 132 |
 dissectmalware/pysamesame | A Python tool for manipulating Unicode characters with similar visual representations. | 23 |
 xu-tianyang/gfs-dcf | Software implementation of visual object tracking technique with feature selection and filter learning components. | 58 |
 ultrasty/digital-image-processing | Provides resources and tools for learning digital image processing techniques using MATLAB. | 217 |