Cvrest
cvrest is an open-source computer vision REST API that allows you to easily add AI-powered image and video analytics to your applications. It provides REST endpoints for object detection, classification, face recognition, and more using state-of-the-art computer vision models.
rest-api
object-detection
image-classification
face-recognition
cvrest: Open-Source Computer Vision REST API
cvrest is an open-source computer vision REST API that allows you to easily add AI-powered image and video analytics to your applications. It provides REST endpoints for object detection, classification, face recognition, and more using state-of-the-art computer vision models.
What is Cvrest?
cvrest is an open-source computer vision REST API built using the OpenCV library in Python. It allows developers to easily add AI-powered image and video analytics to their applications without needing to train or host deep learning models.
Some key features of cvrest include:
- REST API endpoints for object detection, image classification, face recognition, pose estimation and more
- Pre-trained models like YOLOv3 for object detection and ResNet for image classification
- Containerized application that can be easily deployed using Docker
- Modular design allowing integration of custom deep learning models
- Annotation endpoints to get model predictions bounding boxes
- Image utilities like rescale, crop, flip etc.
By providing a simple REST API abstraction over computer vision models, cvrest makes it easy to integrate these capabilities into web, mobile and other applications. The pre-trained models can detect a wide variety of objects fairly accurately out-of-the-box. Developers can also bring their own custom models and integrate them easily.
Overall, for any application that needs to analyze images or videos, cvrest offers an easy way to leverage state-of-the-art computer vision techniques through a simple REST API.
Cvrest Features
Features
- Object detection
- Image classification
- Face recognition
- Video analysis
- REST API
Pricing
- Open Source
Pros
Open source
Easy to integrate
Scalable
State-of-the-art CV models
Cons
Requires setup and hosting
Limited to predefined models and endpoints
May need GPU for real-time processing
Official Links
The Best Cvrest Alternatives
Top Ai Tools & Services and Computer Vision and other similar apps like Cvrest
Here are some alternatives to Cvrest:
Suggest an alternative ❐
Resume.io
Resume.io is an easy-to-use online resume building platform that allows users to quickly create professional resumes and cover letters. It has an intuitive interface with pre-built templates and step-by-step guidance for writing effective resume content.Some key features of Resume.io include:Over 20 professional resume templates for all career levels and industriesCover...
Kickresume
Kickresume is an online resume building and job application tracking platform designed to help job seekers create professional resumes and cover letters, and manage their job search process.Key features of Kickresume include:Professionally designed resume templates - Choose from a variety of stylish, pre-made resume templates and customize them to fit...
Zety
Zety is an online resume building and career planning platform designed to help users create professional resumes, cover letters, and build effective career roadmaps. Some key features of Zety include:Professionally designed and ATS-optimized resume templates to choose fromThousands of pre-written resume phrases and examples for guidanceTools to customize resume sections,...
Reactive Resume
Reactive Resume is a free, open-source resume builder web application designed to help job seekers create professional resumes and CVs with ease. It features a simple yet powerful WYSIWYG editor that allows users to add and format sections, upload images, preview, and export clean PDF and text documents.Key features of...
FlowCV
FlowCV is a web-based resume builder and portfolio creator tool designed to help users create professional-looking resumes and portfolios with ease. Some key features of FlowCV include:Intuitive drag-and-drop interface for building resumes and portfoliosHundreds of customizable templates, sections, fonts, colors, and layoutsAbility to add portfolio items like projects, certifications, skills,...
OpenResume
OpenResume is an open-source web application designed to help users create professional resumes and CVs easily and for free. It is built using React, Node.js and MongoDB and allows users to sign up for an account where they can build and manage multiple resumes.Some key features of OpenResume include:Modern, pre-made...
CVScan
CVScan is an open-source resume and CV parsing tool. It is designed to automatically extract relevant information from resumes and CVs and structure it into an easy to read format.Some of the key features of CVScan include:Extracts information like work experience, education, skills, contact details etc.Structured output in JSON/XML for...
VisualCV
VisualCV is an online resume and CV creation tool designed to help job seekers build professional resumes and CVs. It offers a variety of pre-made templates across several categories including modern, academic, professional, and creative. Users can customize the templates by adding their own content into different sections.The key sections...
ResumeLift
ResumeLift is an AI-powered resume optimization and building platform designed to help job seekers create standout resumes. It utilizes artificial intelligence and machine learning to provide users with personalized suggestions and recommendations on improving their resumes based on their career profiles and target job positions.Some of the key capabilities and...
HackMyResume
HackMyResume is an open source resume creator that allows users to easily build, customize, save, and share professional resumes. It features a simple markdown-style syntax to add content, supports customizable templates and themes, and can export resumes into various formats like PDF, HTML, Markdown documents.Some key features of HackMyResume include:Intuitive...
