Try These AI-Powered Image Recognition Tools

Category: Search-Engines

“What's in this picture?” It’s a question that human minds can answer instantly in most cases. Show me a photo of nine uniformed men standing on a diamond-shaped field and I’ll tell you, “It’s a baseball game.” Computers have a much harder time answering such questions. But advances in artificial intelligence and image recognition technology are closing the gap. Read on to learn more and try it for yourself...

What's Happening in This Picture?

A few months ago, I wrote about Wolfram|Alpha, a “computational knowledge engine” that provides computed answers to natural-language questions instead of merely returning a list of web pages that contain some of the keywords in the questions. Stephen Wolfram, and the folks behind Wolfram|Alpha have a related service called ImageIdentify, that answers the question, “What’s going on in this picture?”

Let's go back to that example of a baseball game. Make it nine little kids instead of grown men, and I’ll refine my answer to, “Little League game.” Such instant identifications are second nature to humans. But few of us realize what vast stores of facts and billions of lightning-fast computations are required to pull of this simple feat.

Artificial-intelligence experts know that image-recognition is incredibly complex, and it’s going to be utterly necessary in the future of self-driving vehicles and accurate facial recognition systems. Image-recognition is a problem that people like Stephen Wolfram and others are very keen to solve.

Dog Eating Ice Cream

The ImageIdentify function is a simple way for a programmer to invoke a very complex program that operates on Wolfram|Alpha’s database of several trillion facts. This program has been exposed to over 10,000 “training images” and their associated identities or tags, e. g., “coffee mug.” Given an image as input via the ImageIdentify function, the program returns the tag of the image that is the closest fit to the input image.

Thankfully, you don't have to be a computer programmer to use ImageIdentify. You can try the ImageIdentify function on any image you like, at the Wolfram Language Image Identification Project website. You’ll also be helping the function expand and refine its knowledge base. Drag an image into the project’s input area, or upload an image file from your hard drive.

It will take just a few seconds to analyze the image and return a tag. Then you’ll be asked to rate the project’s performance on a scale labeled “Great,” “Could be better,” “Missed the point,” or “What the heck?!” If your rating is less than “great,” the tool will offer second guesses and ask you to tell it what you think the tag should be. You can leave your email address to be notified when ImageIdentify learns more about “your kind of image.”

Casinos, Chihuahuas and Party Hats

My own tests produced very uneven but not unamusing results. ImageIdentify correctly recognized a flower and even gave me its genus. It deemed me a “person.” An origami fish was a “vertebrate.” I tried several photos of dogs eating ice cream, and it was able to reliably identify dogs, and in most cases the breed as well. But it wasn't smart enough to "see" the ice cream cone, or understand what the dog was doing. In one instance, the result was "carnivorous mammal." ImageIdentify guessed correctly that one photo of a baseball stadium was a "ballpark" but thought that another one was a casino.

The FAQ attributes some bloopers to “training errors.” For example, ImageIdentify may have been trained to associate the word “Chihuahua” with several examples of the dog, one of which was wearing a party hat. So if you upload a picture of a party hat, it may be identified as a “Chihuahua.” Wolfram and company are working on such things.

There are other online image-recognition tools to which you can compare Wolfram’s ImageIdentify. Their results are generally similar but can be amusing in their own ways. Here are some you can try:

Amazon's Rekognition tool did a very good job of identfying my "dog eating ice cream" test photos, returning these tags: Dessert, Food, Mammal, Pet, Golden Retriever, Canine, Animal, Dog, Ice Cream. Google Cloud Vision returned less tags (Dog, Dessert, Ice cream, Food) but got it essentially right. Clarifai identified a puppy, and was the only one to include tags such as Lick, Cute, Funny and Adorable.

I expect this technology to become rapidly better. It has to... we don't want the robotic maid to throw all the chihuahuas in the trash after your kid's birthday party. Your thoughts on this topic are welcome. Post your comment or question below...

 
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This article was posted by on 5 Aug 2019


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Most recent comments on "Try These AI-Powered Image Recognition Tools"

Posted by:

David Solomons
05 Aug 2019

Impressive. Although I had to laugh when Wolfram identified 2 musicians in a recording studio as a "revolving door" :-) Anyway, I sent them feedback so no doubt Wolfram will have better luck on that kind of image later.
It was very good on squirrels and flamingoes!


Posted by:

Louis Toscano
05 Aug 2019

Article does not relate to anything I can use.


Posted by:

Doug W.
05 Aug 2019

This was hilarious! I uploaded a closeup picture of a pig and it identified it as a dog, and even tried to guess the type of dog. Got a long way to go ... hope they're not tempted to release this software before it's totally proven!!


Posted by:

Bob K
05 Aug 2019

I've tried Wolfram|Alpha and was less than impressed.


Posted by:

SharonH
05 Aug 2019

OK, sounds kind of for fun. There is absolutely no use I would have for this....but I do appreciate Bob discussing it so I know not to bother if it comes up in a search.


Posted by:

Hengist
05 Aug 2019

I dragged one of the standard Windows 7 images into the Wolfram frame. The picture was of penguins. Wolfram made nothing of it. The same happened with the stock picture of yellow tulips. I am greatly underwhelmed. A five year-old could answer both questions in the blink of an eye.


Posted by:

Jay Rodriguez
05 Aug 2019

It has been a year or more since I first visited this site, WolframAlpha. I showed it a picture of an object that I wanted a identification on because I didn't know what it was. Sadly, Wolfram alpha did not know either. Several days ago I showed it a picture of an animal that looks something like an antelope. This was a sticker out of one of my granddaughter's games. It identified it as a bottle top and something equally as wrong. I have showed it several images that it got correct. I have high hopes for this site and hope they continue to improve. Thank you for the list of other sites, Bob. I will give them a try.


Posted by:

barry
05 Aug 2019

Put up 4 different pictures.....All misses...by a lot. It was funny though.


Posted by:

Ross
06 Aug 2019

I am having trouble with Windows 10 1903 update. I am getting a notice {you cannot install Windows on a USB Flash Drive using setup}. Does this mean Windows 10 installed from a USB drive or a computer with USB devices attached, this seems to be the current feeling where the notice appears. I have disconnected every USB device and still receive {you cannot install Windows on a USB Flash Drive using setup}.After [plowing through the Windows error lists for Win upgrade 1903 and installed Win 10 using a USB drive I feel this is the problem regarding the problem upgrading to the 1903 version. regards Ross Tipler


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