18 Top Image Recognition Apps to Watch in 2024

Photo of Grzegorz Mrukwa

Grzegorz Mrukwa

Updated Mar 1, 2024 • 13 min read
top image recognition apps
In the machine vision area, image recognition refers to the ability of software to identify people, objects, places, or actions in images.

Machine vision technologies combine device cameras and artificial intelligence algorithms to achieve accurate image recognition to guide autonomous robots and vehicles or perform other tasks (for example, searching image content).

During the last few years, we've seen quite a few apps powered by image recognition technologies appear on the market. Here are 11 ones you should be watching in 2019.

1. Google Lens

This fantastic app allows capturing images with a smartphone camera and then performing an image-based search on the web. It works just like Google Images reverse search by offering users links to pages, Wikipedia articles, and other relevant resources connected to the image.

Google Lens image recognition app

2. Aipoly Vision

Category: Accessibility

Accessibility is one of the most exciting areas in image recognition applications. Aipoly is an excellent example of an app designed to help visually impaired and color blind people to recognize the objects or colors they're pointing to with their smartphone camera.

3. TapTapSee

Category: Accessibility

This mobile camera app was designed to address the needs of blind and visually impaired users. TapTapSee takes advantage of your mobile device's camera and VoiceOver functions to take a picture or video of anything you point your smartphone at and identify it out loud for you.

TapTapSee image recognition app

4. Cam Find

Category: Shopping

Allowing users to literally Search the Physical World™, this app offers a mobile visual search engine. Take a picture of an object and the app will tell you what it is and generate practical results like images, videos, and local shopping offers.

Once users find what they were looking for, they can save their findings to their profiles and share them with friends and family easily. To discover more products, users can follow others and build their social feed.

CamFind image recongition app

5. ScreenShop

Category: Shopping

This is an app for fashion lovers who want to know where to get items they see on photos of bloggers, fashion models, and celebrities. The app basically identifies shoppable items in photos, focussing on clothes and accessories.

All it takes is snapping a screenshot of a photo or video, and the app will show you relevant products in online stores, as well as similar images from their vast and constantly-updated catalog.

6. Flow Powered by Amazon

Category: Shopping

Flow can identify millions of products like DVDs and CDs, book covers, video games, and packaged household goods – for example, the box of your favorite cereal.

It also allows scanning business cards to add new people to your contacts swiftly. Flow also decodes UPC barcodes, QR codes, phone numbers, as well as web and email addresses, and information on business cards.

Category: Similarity checks

This handy tool helps you look for images similar to the one you upload. Search results may include related images, sites that contain the image, as well as sizes of the image you searched for.

It's very helpful for those who need a find higher-quality image on the web or look for something specific, like a particular cat breed.

8. LeafSnap

Category: Nature

Developed by researchers from Columbia University, the University of Maryland, and the Smithsonian Institution, this series of free mobile apps uses visual recognition software to help users identify tree species from photos of their leaves.

The image recognition apps include amazing high-resolution images of leaves, flowers, and fruits for you to enjoy.

9. CalorieMama

Category: Food

Combining deep learning and image classification technology, this app scans the content of the dish on your plate, indicating ingredients and computing the total number of calories – all from a single photo! Snap a picture of your meal and get all the nutritional information you need to stay fit and healthy.

The app prides itself in having the most culturally diverse food identification system on the market, and their Food AI API continually improves its accuracy thanks to new food images added to the database on a regular basis.

image recognition app for calorie counting

10. Vivino

Category: Food

Wine lovers will appreciate this app. A user just needs to take a photo of any wine label or restaurant wine list to instantly get detailed information about it, together with community ratings and reviews.

Moreover, it's possible to buy the wine and have it shipped to the user's home. Once users try the wine, they can add their own ratings and reviews to share with the community and receive personalized recommendations.

Vivino image recognition app example

11. Not Hotdog

Category: Fun

That one is a classic. Because sometimes you just need to know whether the picture in front of you contains a hot-dog.

not hotdog-1

12. Microsoft Seeing AI

Category: Accessibility

For individuals with visual impairments, Microsoft Seeing AI stands out as a beacon of assistance. Leveraging cutting-edge image recognition and artificial intelligence, this app narrates the world for users.

Seeing AI can identify and describe objects, read text aloud, and even recognize people's faces. Its versatility makes it an indispensable tool, enhancing accessibility and independence for those with visual challenges. By combining the power of AI with a commitment to inclusivity, Microsoft Seeing AI exemplifies the positive impact of technology on people's lives.

microsoft seeing AI

13. Prisma

Category: Art and Photography

Prisma transcends the ordinary realm of photo editing apps by infusing artistry into every image.

Targeted at art and photography enthusiasts, Prisma employs sophisticated neural networks to transform photos into visually stunning artworks, emulating the styles of renowned painters. Users can choose from a diverse array of artistic filters, turning mundane snapshots into masterpieces. This unique intersection of technology and creativity has garnered Prisma a dedicated user base, proving that image recognition can be a canvas for self-expression in the digital age.


14. PlantSnap

Category: Nature

For nature enthusiasts and curious botanists, PlantSnap serves as a digital guide to the botanical world. This app employs advanced image recognition to identify plant species from photos.

Users can capture images of leaves, flowers, or even entire plants, and PlantSnap provides detailed information about the identified species. Beyond simple identification, it offers insights into care tips, habitat details, and more, making it a valuable tool for those keen on exploring and understanding the natural world.


15. Adobe Scan

Category: Productivity

Adobe Scan transcends the conventional role of scanning apps. Harnessing the power of image recognition. The app transforms scanned documents into editable PDFs seamlessly.

It utilizes AI algorithms to enhance text recognition and document organization, making it an indispensable tool for professionals and students alike. With Adobe Scan, the mundane task of scanning becomes a gateway to efficient and organized digital documentation.

Adobe Scan

16. Sighthound Video

Category: Security

In the realm of security and surveillance, Sighthound Video emerges as a formidable player, employing advanced image recognition and video analytics.

This app is designed to detect and analyze objects, behaviors, and events in video footage, enhancing the capabilities of security systems. Sighthound Video goes beyond traditional surveillance, offering businesses and homeowners a powerful tool to ensure the safety and security of their premises. By integrating image recognition with video monitoring, it sets a new standard for proactive security measures.

Sighthound Video

17. RunwayML

Category: Creative Technology

Runway ML is at the forefront of democratizing machine learning for creative minds.

This innovative platform allows users to experiment with and create machine learning models, including those related to image recognition, without extensive coding expertise. Artists, designers, and developers can leverage Runway ML to explore the intersection of creativity and technology, opening up new possibilities for interactive and dynamic content creation.


18. Lookout by Google

Category: Accessibility

Lookout by Google exemplifies the tech giant's commitment to accessibility.The app utilizes image recognition to provide spoken notifications about objects, text, and people in the user's surroundings.

Designed to assist individuals with visual impairments, the app enhances mobility and independence by offering real-time audio cues. As technology continues to break barriers, Lookout stands as a testament to the positive impact it can have on the lives of differently-abled individuals.

Lookout - Assisted vision

Image recognition technology use in apps

In the evolving landscape of image recognition apps, technology has taken significant strides, empowering our smartphones with remarkable capabilities. From object detection to image-based searches, these apps harness the synergy of artificial intelligence and device cameras to redefine how we interact with the visual world.

Among the notable players are Google Lens, Aipoly Vision, and TapTapSee, each addressing unique needs, from visual searches to aiding the visually impaired. In the shopping realm, apps like Cam Find, ScreenShop, and Flow Powered by Amazon revolutionize how we explore and purchase products, leveraging image recognition to provide practical results and enhance our shopping experience. Branching into specialized niches, apps like LeafSnap and CalorieMama demonstrate the versatility of image recognition, aiding in nature exploration and nutritional tracking.

As we delve into the creative and security spheres, Prisma and Sighthound Video showcase the diverse applications of image recognition technology. Microsoft Seeing AI and Lookout by Google exemplify the profound impact on accessibility, narrating the world and providing real-time audio cues for individuals with visual impairments. Runway ML emerges as a trailblazer, democratizing machine learning for creative endeavors. These examples illuminate the expansive realm of image recognition, propelling our smartphones into realms beyond imagination.

Photo of Grzegorz Mrukwa

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Grzegorz Mrukwa

Former Data Science Manager at Netguru
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