Compare Amazon Rekognition vs OpenCV

Summary

Amazon Rekognition is a cloud-based image recognition platform, offering computer vision technology that provides software as a service. It allows you to easily integrate picture and video analysis into your apps using proven, highly scalable deep learning technology that doesn't require any machine learning experience. With Amazon Rekognition, users can easily recognize objects, people, text, settings, and actions, as well as to detect any improper information in photos and videos. You can also use a model to categorize specific machine parts on your manufacturing line or to detect sick plants. All you have to do is provide photos of the items or situations you wish to identify, and the platform will take care of the rest. It additionally assists the user in distinguishing possibly risky or unseemly content across both picture and video resources and permits you to precisely control what you need to permit depending on your necessities. The software offers a free trial that allows you to analyze 5,000 pictures each month and save 1,000 pieces of face metadata per month. ..show more

OpenCV is an open-source tool that comprises Java, C++, C, and Python interfaces that supports Linux, Mac, Android, Windows, iOS, and other OS. It offers smart tools to the users for object detection, facial recognition, image classification, and explicit content detection. OpenCV is an ideal machine learning and computer vision software library explicitly designed for computational productivity and with a keen focus on real-time applications. Moreover, the algorithms can be deployed to recognize and detect faces, track camera movements, discover objects, categorize human actions in videos, extract 3D models of objects, track moving objects, stitch pictures together to deliver a high-resolution picture of a whole scenario. It further delivers 3D point clouds from a stereo camera, follows eye movements, discovers the same images from an image dataset, extracts red eyes from pictures taken using flash, and recognizes seen and creates markers to cover it with augmented reality. OpenCV follows the open-source pricing strategy and is completely free to use. It additionally offers support for Android, Windows, and Mac for smooth functioning of operations. ..show more

Auto-tagging (Image) Helps to quickly analyze images and automatically tag scenes, objects, faces, and others

Celebrity Recognition Helps to recognize popular, noteworthy, and prominent individuals

Custom Classification Helps to create and train custom image classifiers with your own image collections.

Explicit Content Detection Enables to detect explicit and unsafe scenes or elements

Face Comparision Helps you measure the likelihood of two faces are of the same person

Facial Analysis Detect faces and find facial attributes

Facial Recognition Helps to find faces with similar facial features from a large collection of an image database

Image Classification Classify images using pre-defined labels in the library

Object Detection Helps to detect objects like plants, furniture, vehicles, and more within an image

PPE Detection Helps to detect if a person is wearing masks, face covers, hand covers, and other protective equipment

Popular Place Recognition Helps to detect popular iconic places and monuments

Product Search Helps to search product information that includes price, brand, description, and more on the web

Scene Detection Helps to detect scenes like landscapes, sunset, and more within an image

Text in Image Automatically identifies the text and language using OCR

Top alternatives to Amazon Rekognition

OpenCV

Amazon SageMaker

Microsoft Azure

Clarifai

Spott

Top alternatives to OpenCV

PyTorch

Clarifai

Amazon Rekognition

Spott

Peltarion Platform