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Search results for python sift

94 search results found

Ann Benchmarks ⭐ 4,301

Benchmarks of approximate nearest neighbor libraries in Python

Opencvtutorials ⭐ 1,076

OpenCV-Python4.1 中文文档

Screenpoint ⭐ 427

Project an image centroid to another image using OpenCV

Image Matching Webui ⭐ 372

🤗 image matching toolbox webui

Pythonsift ⭐ 343

A clean and concise Python implementation of SIFT (Scale-Invariant Feature Transform)

Implementation of ICCV19 Paper "Learning Two-View Correspondences and Geometry Using Order-Aware Network"

Minimal Bag Of Visual Words Image Classifier ⭐ 219

Implementation of a content based image classifier using the bag of visual words approach in Python together with Lowe's SIFT and Libsvm.

Porndetector ⭐ 219

Porn images detector with python, tensorflow, scikit-learn and opencv.

Lf Net Release ⭐ 196

Code Release for LF-Net: Learning Local Features from Images

Geodesc ⭐ 176

Implementation of ECCV'18 paper - GeoDesc: Learning Local Descriptors by Integrating Geometry Constraints

Panoramic Image Stitching ⭐ 168

Create panorama image using invariant features from given set of overlapping images.

Trommel ⭐ 165

TROMMEL: Sift Through Embedded Device Files to Identify Potential Vulnerable Indicators

Cikm Cup 2017 ⭐ 145

CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images

4n6 Scripts ⭐ 136

Forensic Scripts

Ailearnnotes ⭐ 122

Artificial Intelligence Learning Notes.

Automatedwelllogcorrelation ⭐ 105

Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch

Siftimagesimilarity ⭐ 100

Interactive code for image similarity using SIFT algorithm

Local Feature Refinement ⭐ 98

Multi-View Optimization of Local Feature Geometry

Python implementation of VLAD descriptors

Junkyard ⭐ 87

Collection of test files, probes, hacks and ideas

Superglue Pytorch ⭐ 85

[SuperGlue: Learning Feature Matching with Graph Neural Networks] This repo includes PyTorch code for training the SuperGlue matching network on top of SIFT keypoints and descriptors.

Feature Detection And Matching ⭐ 84

Feature Detection and Matching with SIFT, SURF, KAZE, BRIEF, ORB, BRISK, AKAZE and FREAK through the Brute Force and FLANN algorithms using Python and OpenCV

Demo of Content Based Image Retrieval in python

Cyvlfeat ⭐ 74

A thin Cython wrapper around select areas of vlfeat

Efficientir ⭐ 64

人工智障本地图片检索工具 | An EfficientNet based image retrieval tool

Sift_pyocl ⭐ 53

An implementation of SIFT on GPU with OpenCL

🚥 Python library to read license plate numbers from images

A visualization application for satellite imagery

Opencv Tutorial ⭐ 45

A short tutorial on OpenCV-Python

Ai_is_math ⭐ 45

AI is Math course repo. Check out the website at: www.AIisMath.com

Imagealignment ⭐ 44

python wrapper for SIFT/SURF/ASIFT/ ... algorithm

Simple Image registration using SIFT and RANSAC algorithm

Image Stitching Opencv ⭐ 43

Simple image stitching algorithm based on SIFT, homography, KNN and Ransac in Python and OpenCV

Image Matching And Ranging Based On Binocular Stereo Vision ⭐ 41

双目立体视觉是计算机视觉范畴的核心之一，它利用双目相机来获得目标物体的图像，经过物体图像处理之后得到目标物体所在场景环境的三维信息，最终实现非接触条件下测距，简单便捷。本次毕业设计主要内容为研基于双目立体视觉平台上的图像匹配以及目标物体的距离测量技术，图像特征提取部分研究了 SIFT 算法和 SURF 算法，特征匹配部分研究了 BF 法和 FLANN 法，距离测量研究主要通过视差深度的计算，结合视觉坐标系的转换实现三维位置的定位与测量。结合维视双目立体视觉测量平台 MV-VS220，通过 Python+OpenCV 设计实现一个具备图像采集、图像匹配以及距离测量等功能的原型演示系统。系统可实现对关键环节的过程与结果的演示，以及不同算法性能比较。系统测试表明，所开发的原型演示系统从界面、功能与性能方面均达到了设计的要求。

Structure From Motion ⭐ 38

Structure from Motion Pipeline

Image Mosaicing ⭐ 34

Image Mosaicing or Panorama Creation

Imagematching ⭐ 33

Face Detection,Template Matching , SURF , SIFT to detect features and keypoints in images .

Homographyestimation ⭐ 32

A Python 2 based robust homography estimation via RANSAC tool

People Counter ⭐ 29

Counts number of people passing through a user-generated Region of Interest

Python Vo ⭐ 28

A simple python implemented frame by frame visual odometry with SuperPoint feature detector and SuperGlue feature matcher.

Videofeatures ⭐ 24

A Pipline for extracting and processing features from videos

Multiscale Template Matching ⭐ 23

Match a cropped image to the original image with an efficient algorithm using Python and OpenCV.

algorithm and paper implements

Sift Python ⭐ 20

Sift API (Python client)

Object Recognition Sift Surf ⭐ 18

Linux Photogrammetry Tools ⭐ 16

Structure from motion pipeline (Bundler + CMVS + PMVS2) ready to run on Ubuntu or Docker

Feature Detection And Description ⭐ 15

Feature Detection and Description with SIFT, SURF, KAZE, BRIEF, ORB, BRISK, AKAZE and FREAK using Python and OpenCV

Sandbox for image retrieval models and algorithms

VLASE: Vehicle Localization by Aggregating Semantic Edges

Extract Patches Old ⭐ 14

Simple function for local patch extraction from OpenCV keypoints.

GPU-enabled photogrammetry pipeline to generate point clouds, orthophotos and elevation models from aerial images using COLMAP.

Spatial_lda ⭐ 12

This repository contains the implementation of an image-based LDA model for use in semi-automation of the image annotation and data curation process. It uses unsupervised Latent Dirichlet Allocation (LDA), Scale-Invariant Feature Transform (SIFT), and ImageNet pre-trained Convolutional Neural Networks (CNNs) to group unlabeled images into different topics using clustered latent features.

Uav Ortho ⭐ 11

Automatic georeferencing of UAV imagery with object recognition

Scalable Recognition With A Vocabulary Tree ⭐ 11

A python implementation of the paper "Scalable Recognition with a Vocabulary Tree, D. Nister, H. Stewenius, 2006"

Rpi Camera ⭐ 11

Multispectral Interest Points ⭐ 10

Source code of my paper about RGB-NIR feature detection

Compare Opencv Sift Surf Fast Orb ⭐ 10

A multi threaded Python program runs OpenCV SIFT SURF FAST ORB

Sign Language Character Recognition ⭐ 10

American Sign Language Character Recognition

Reconhecimento Facial ⭐ 9

Repositório utilizado para armazenar algoritmos de reconhecimento facial

机器学习课程大作业 - 基于深度神经网络的图像分类任务

Pypopsift ⭐ 9

Python module for CUDA accelerated SIFT on GPUs

Fast Match ⭐ 9

Fast matching algorithm for sift feature points

Object Recognition And Classification System ⭐ 9

Object Recognition And Classification System - Recognition of objects in the images fed to the program via the GUI along with Live Object Detection.

Deep Food ⭐ 8

Python ML programm to classify food using Deep Learning and feature classifiers like SIFT, SURF with Bag of Words and SVMs

Torchsift ⭐ 8

A PyTorch implementation of brute-force descriptor matcher and keypoint RANSAC, both support GPU and batch computation.

Augmented Reality On Webcam ⭐ 8

Show virtual object on the plane of a reference image without camera calibration.

Pythoncomputervision 2 Sift ⭐ 8

局部图像描述子，介绍用于图像匹配对两种描述子算法，分别使用SIFT以及Harris对两幅图像检测匹配

Quality Assurance System using OpenCV

Facial_expression_recognition_fer2013 ⭐ 8

Images and Videos, Real-time Facial Expession Recognition Application with Combine CNN , deep learning features extraction incorporate SIFT, FAST feature .

Glampoints_pytorch ⭐ 7

Official Pytorch implementation of GLAMpoints

Object Recognition ⭐ 7

Compares images within a dataset and ranks the 4 best matches using SIFT, FLANN, Template Matching, and Color-Histogram Matching

Image Stitcher ⭐ 7

A panoramic image stitching tool made with OpenCV and Python

Sift Scale Invariant Feature Transform ⭐ 7

SIFT (Scale Invariant Feature Transform)

Wxbs Descriptors Benchmark ⭐ 7

W1BS local patch descriptors benchmark

This repo includes solutions to all the 'in the class quizzes' and 7 problem sets of the Introduction to Computer Vision course (G Tech CS6476 - on Udacity)

Imagealignment ⭐ 7

Align the hyperspectral image with the RGB image

Object Recognition with Scalable Vocabulary Tree

Large scale social image indexing

Python Scale Invariant Line End Transform - SIFT/ORB alternative in Python based on even more neuroscience

Keypointdetection Homography Epipolargeometry ⭐ 7

Programs to detect keyPoints in Images using SIFT, compute Homography and stitch images to create a Panorama and compute epilines and depth map between stereo images.

An image processing module to recognize style of users based on his images/ selfies.

Visualroadanalysis ⭐ 7

Using OpenCV to count traffic as a datafeed for town planning and dashboard apps.

Biodownloader ⭐ 6

📦 A Command Line Tool for downloading protein structures, sequences and MSAs

Image_classification_using_sift ⭐ 6

sift + kmeans + td-idf + svm

Python app, recognising gestures from webcam in real time

image stitching using python

In this code, re-implementation of geometric blur was done. The code is primarily in python with an invocation to C. David Lowe's sift keypoint detection is used. (His binary was used. For liecense agreement of sift refer http://people.cs.ubc.ca/~lowe/)

Object detection using SIFT feature matching and then extraction using warp

Copy_move_forgery_detection ⭐ 5

Detection of copy-move forgery in an image with CMDF methods. (SIFT, SURF, AKAZE, RANSAC)

Difference of Local Entropy (DoLE) variant of SIFT for multimodal key point detection/description.

Sift Algorithm ⭐ 5

Demonstration of sift algorithm to track objects and observing the effect of each parameter on performance.

Python code to perform keyword spotting using SIFT features

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