How to Do Reverse Image Search?

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How to Do Reverse Image Search?: Reverse image search is a content-based image retrieval (CBIR) query technology that involves providing the CBIR system with a sample image, based on its search; If the information is retrieved, the sample image generates a search query. 

In particular, the reverse image search is characterized by the absence of search terms. This virtually eliminates the need for the user to specify keywords or phrases that may or may not give the correct result.

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Reverse image search allows users to search for content related to a particular sample image, search for popular and manipulated versions of the image and derivative works.

Know More about any Photograph with Google Reverse Image Search

Google reverse image search can help you find similar images on the web. Upload an image from your desktop to Google Images, and it will instantly show you the relevant images used on relevant websites and the different sizes of a single photo.

Journalists can find the source of the image using the reverse search option or find the date a photo was first published on the Internet. Photographers can use the ‘Image by Search’ feature to find out about websites that are using their pictures without permission.

Google Search by Image

Google’s ‘Image Search’ feature is only available for desktop computers and not for mobile devices and tablets. Therefore, if a friend you want to verify sends you an image on WhatsApp or Facebook, you must first transfer the image to the desktop, and then do a reverse search. Too much work, right?

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With reverse photos, you can do a reverse image search on mobile phones in a few easy steps. Click the “Upload Image” button and select an image from your phone’s photo gallery. Then click “Show matching images”, and it will feed your photo into Google’s image database and show similar images visually.

Image Search & Privacy

Reverse search can be used to verify the source of photos, WhatsApp images, screenshots and Internet memes. Tinder and Facebook users use image search to investigate profile pictures of their possible dates. In contrast, travellers use it to find the location of a photo, while matrimonial sites use reverse search to identify fake uploads she makes.

All images you upload will be hosted anonymously in Google Cloud and will not be searched by other users. All photos will be automatically deleted from the cloud storage within a few hours of uploading.

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Application in Popular Search Systems

Google Images

Google’s image search is a feature that uses a reverse image search and allows users to search for related images by uploading an image or image URL. Google achieves this by analyzing the submitted photo and creating its mathematical model using advanced algorithms. 

Similar results are compared with billions of other images in Google’s database before being reached and produced. When available, Google also uses metadata such as image detail.

Tin Eye

Tin Eye is a unique search engine for reverse image search. After rendering the image, Tin Eye creates the “unique and compact digital signature or fingerprint” of the stated image and matches it with other index images.

This process is compatible with most modified versions of the submitted image but generally does not return the same pictures in the results.

Pixie

Pixie reverse image search technology finds image matches on the public Internet for photos uploaded on the Pixie platform. New games will be detected automatically, and alerts will be sent to the user. For unauthorized use, 

Pixie provides a compensation recovery service for commercial use of the image owners’ work Pixie Partners with more than 25 law firms and lawyers worldwide to bring proposals for copyright infringement. Pixie is a Flickr platform and strategic image monitoring service for the user.

eBay

eBay ShopBot uses reverse image search to find products by user-uploaded photos. Uses the eBay Resnet-50 network for category verification, the image hash is stored in Google BigTable; Google Cloud Dataprock handles Apache Spark jobs for image hash extraction, And an image ranking service run by Kubernetes.

SK Planet

SK Planet uses a reverse image search to find relevant fashion items on its e-commerce website. It developed the Vision Encoder Network based on the Tensor Flow Inception-V3, with convergence speed and normalization for product use.

The recurrent neural network is used for multi-class classification, and the fashion-product relies on rapid R-CNN to determine area-interest. SK Planet’s reverse image search system was built in less than 100 human-months.

Alibaba

Alibaba released the Pelitao application in 2014. Pelitavo meaning camera shopping) allows users to search for items on Alibaba’s e-commerce platform by taking a picture of the subject in question. 

The Pelitao app uses the intensive CNN model, with branches for joint identification and detection masks without background interruptions and learning facilities to search for the same discrimination feature. GoogleNet V1 category serves as a base model for prediction and feature learning.

Pinterest

In 2014 the Pinterest startup company acquired Visual Graph and launched a visual search on its platform. In 2015, PNTest published a paper on the Knowledge Discovery and Data Mining Conference at the ACM Conference and revealed the structure of the system.

The pipeline uses Apache Hadoop, the open-source Cafe Conventional Neural Network Framework, cascading for batch processing, Pinnacle for messaging and Apache Hbases for storage. Image attributes, including native details, darker features, key colour signatures, and critical pixels, are collected from the user upload.

Amazon EC2 powers this system, and Pinterest only needs a cluster of 5 GPUs to handle daily image uploads. By using reverse image search, Pinterest can pick up visual features from fashion items (such as shoes, clothing, glasses, bags, watches, pants, shorts, bikinis, earrings) and provide similar product recommendations. 

LinkedIn

LinkedIn uses reverse image search to find fashion products in various online stores on the web. Lido also offers the Twitter bot, which helps users reverse the search images of photos they find on Twitter.


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