Search Results for "image measure"
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Showing 34 open source projects for "image measure"
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Advanced AI explainability for PyTorch
Advanced AI Explainability for computer vision
pytorch-grad-cam is an open-source library that provides advanced explainable AI techniques for interpreting the predictions of deep learning models used in computer vision. The project implements Grad-CAM and several related visualization methods that highlight the regions of an image that most strongly influence a neural network’s decision. These visualization techniques allow developers and researchers to better understand how convolutional neural networks and transformer-based vision models make predictions. The library supports a wide variety of tasks including image classification, object detection, semantic segmentation, and similarity analysis. ... -
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Phenaki - Pytorch
Implementation of Phenaki Video, which uses Mask GIT
...It will also combine another technique involving a token critic for potentially even better generations. A new paper suggests that instead of relying on the predicted probabilities of each token as a measure of confidence, one can train an extra critic to decide what to iteratively mask during sampling. This repository will also endeavor to allow the researcher to train on text-to-image and then text-to-video. Similarly, for unconditional training, the researcher should be able to first train on images and then fine tune on video. -
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A utility to produce MTF (modulation transfer function, a measure of edge acuity) maps of images. The program will automatically detect dark rectangular objects on light backgrounds, and extract MTF values on all edges. Can help to tune SLR autofocus. See http://mtfmapper.blogspot.com for more usage examples.
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SAM 2
The repository provides code for running inference with SAM 2
...SAM2 comes with pretrained weights and easy-to-use APIs, enabling developers and researchers to integrate promptable segmentation into annotation tools, vision pipelines, or downstream tasks. The project also includes scripts and notebooks to compare SAM2 against SAM on edge cases, benchmarks showing improvements, and evaluation suites to measure mask quality metrics like IoU and boundary error. -
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Litho
A declarative framework for building efficient UIs on Android
Litho uses a declarative API to define UI components. You simply describe the layout for your UI based on a set of immutable inputs and the framework takes care of the rest. With code generation, Litho can perform optimisations for your UI under the hood, while keeping your code simple and easy to maintain. Litho can measure and layout your UI ahead of time without blocking the UI thread. By decoupling its layout system from the traditional Android View system, Litho can drop the UI thread... -
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Large Concept Model
Language modeling in a sentence representation space
...It organizes training around concepts (rather than just raw labels), encouraging models to understand attributes, relations, and compositional structure that transfer across tasks. The repository provides training loops, data tooling, and evaluation routines to learn and probe these concept embeddings, typically from large image–text or weakly supervised corpora. It includes utilities to build concept vocabularies, map supervision signals to those vocabularies, and measure zero-shot or few-shot generalization. Probing tools help diagnose what the model knows—e.g., attribute recognition, relation understanding, or compositionality—so you can iterate on data and objectives. ... -
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InteredgeDistance
An ImageJ macro to measure distance between two lines
InteredgeDistance is a macro for ImageJ/Fiji image analysis software. This tool measures the distance between two user-drawn lines on an image. For community help/support, please use https://forum.image.sc/. -
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astap program
Stacking program, astrometric (plate) solver, fits file viewer
ASTAP, Astrometric STAcking Program, astrometric solver and FITS image viewer. This program can view, measure, "astrometric (plate) solve" and stack deep sky images. Main features: - Stacking of astronomical images including dark frame and flat field correction - Native fast astrometric (plate) solver. - Alignment using an internal star match routine, internal Plate Solver, manual or ephemeris -
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ColorI-DT
A tool for the quantitative evaluation of differences in color images
ColorI-DT (Color Image Difference Tool): Colori-DT is an open-source tool developed in MATLAB and designed to measure color differences in images. It is intended to provide researchers and professionals with an accurate and user-friendly means of assessing color variation and discrepancies in digital images according to different metrics. Contacts: Filippo Piccinini (emails: filippo.piccinini@irst.emr.it; f.piccinini@unibo.it) Repository: https://sourceforge.net/p/colori-dt/ How to cite us when using the tool: Filippo Piccinini et al. ... -
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RY GeoIP 3
User-friendly network & geolocation tools, APIs integration and more!
RY GeoIP 3 is a powerful application that combines network and geolocation tools for comprehensive analysis. With its user-friendly interface and integration with Google Maps API and API Ninja DNS Lookups service, you can perform a wide range of operations, from geolocation lookups and ping tests to DNS analysis, traceroute, SSL certificate inspection, header data retrieval, and open port scanning. The ability to save data as PDFs and maps as images further enhances the utility of the... -
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ACORBA
Automated approach to measure root tip angles of Arabidopsis thaliana
...This is particularly the case for manual measurements of root bending as the angle is set subjectively. In this context, it is essential to develop and use automated or semi-automated image analysis to produce faster, reproducible, and unbiased data. In this context, we developped ACORBA (Automatic Calculation Of Root Bending Angles), a fully automated software to measure root bending angle over time. -
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ImageJ2x
Java Image Processing Program
ImageJ2x is medical image processing program inspired by NIH Image for the Macintosh. It can display, edit, analyze, process, save and print 8-bit, 16-bit and 32-bit images. There can be many image formats including TIFF, GIF, JPEG, BMP, DICOM, PNG, FITS and "raw" and ... Read and supports "stacks" (stack), a series of images that share a single window. The program supports simultaneous that number of windows (images), limited only by available memory. -
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ComponentKit
A React-inspired view framework for iOS
...With ComponentKit, each UI item such as text, image, or video is recycled individually. -
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Reliable Metrics for Generative Models
Code base for the precision, recall, density, and coverage metrics
Reliable Fidelity and Diversity Metrics for Generative Models (ICML 2020). Devising indicative evaluation metrics for the image generation task remains an open problem. The most widely used metric for measuring the similarity between real and generated images has been the Fréchet Inception Distance (FID) score. Because it does not differentiate the fidelity and diversity aspects of the generated images, recent papers have introduced variants of precision and recall metrics to diagnose those... -
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FID score for PyTorch
Compute FID scores with PyTorch
This is a port of the official implementation of Fréchet Inception Distance to PyTorch. FID is a measure of similarity between two datasets of images. It was shown to correlate well with human judgement of visual quality and is most often used to evaluate the quality of samples of Generative Adversarial Networks. FID is calculated by computing the Fréchet distance between two Gaussians fitted to feature representations of the Inception network. -
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Sketch Measure
Create spec for developers and teammates
...Automatically generating html page with one click, inspect all the design details including CSS Styles on it offline. Layer's influence rect includes the area of shadows and outside borders, it's exactly the same size with the exported image. Sometime, shadows will not implement by engineers, it should be a part of image. Designer need to show the influence rect to engineers, not the regular rect. This is the feature using for. With Sketch Runner, just go to the install command and search for Sketch Measure. Runner allows you to manage plugins and do much more to speed up your workflow in Sketch. ... -
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SQL Exporter
Database agnostic SQL exporter for Prometheus
SQL Exporter is a configuration-driven exporter that exposes metrics gathered from DBMSs, for use by the Prometheus monitoring system. Out of the box, it provides support for MySQL, PostgreSQL, Microsoft SQL Server, and Clickhouse, but any DBMS for which a Go driver is available may be monitored after rebuilding the binary with the DBMS driver included. The collected metrics and the queries that produce them are entirely configuration-defined. SQL queries are grouped into collectors --... -
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UDPStressTest
A Desktop app for network stress testing, TCP-Ping and icmp ping.
...*Stress test speed graph can be exported as image easily. *Searching log files for certain data is also integrated to app. *Exporting search results as static HTML page. -
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MatQuantify
An image processing tool
MatQuantify, written in MATLAB, detects both large-scale and subtle structural changes in the spindle or DNA and can be used to statistically compare the effects of different treatments. MatQuantify can quantify various physical properties extracted from fluorescence microscopy images, such as area, lengths of various components, perimeter, eccentricity, fractal dimension, satellite objects and orientation. It can also measure textual properties including entropy, intensities and the... -
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clockscan
It is the Project for develop an ImageJ plugin
This plugin is used to measure the intensity of the brightness of the image of the radial scan profiles in the region of interest (ROI). Install the latest versions of bundled Java and either ImageJ or Fiji ImageJ as recommended on the respective websites, https://imagej.nih.gov/ij/ and https://fiji.sc/. In the text below, both programs will be referred to as “ImageJ”. -
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CuteReport
Qt based report solution
CuteReport is a report solution like Jasper Report, Crystal Reports or FastReport, but based on Qt framework. It can be easily used with any Qt application. In general, CuteReport consists of two parts: core library and template designer. Both are totally modular and theirs functionality can be easily extended by writing additional modules. It's totally abstract of used data and can use as storage: file system, database, version control systems, etc. The project's goal is to provide... -
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PollenF: Pollen Analysis software was created by Fahim Altınordu. Two version are available for researcher, Turkish and English. The main routine in software is written in VB.net and uses Microsoft .Net 2 framework, which is included in Windows 7 and subsequent versions. The primary function of the software is to allow efficient pollen measurements from microphotographs. PollenF is capable of measuring all pollen features such as Polar axis, Equatorial diameter, Colpus length, Colpus...
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KaryoF, Görüntü Analiz Sisteminin PolenF yazılımından sonra ikinci ürünü olarak araştırmacıların kullanımına sunulmuştur. Kolay arayüzü, kullanım dilinin tamamen Türkçe olması, ölçeklendirme ayarları, homolog kromozomların otomatik veya manuel olarak doğru bir şekilde eşlenme özelliği, birden fazla metafaz sonuçlarının tek tuşla birleştirilerek güvenilir sonuçlar elde edilmesi, literatürdeki bütün karyotip simetri-asimetri indekslerinin hesaplanması ve sonuç birleştirme özelliği ile...
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Astrophotography Lab
A collection of useful tools for astrophotographers
Astrophotography Lab (APLab) is a free program intended for anyone interested in astrophotography. It has two main purposes: - Interpreting data extracted from your astrophotos to produce useful information. - Using this information as a help for further improving your imaging results. The program consists of four main tools: an analyser tool, a calculator tool, a simulator tool and a plotting tool. The tools are connected, allowing you to transfer information between them, and easily... -
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SimilarImageCompare
Similar Image Compare
Similar Image Comparison tool finds identical and similar images
