7/20/22, 3:15 PM
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`How Stephen Wolfram's image-recognition tool performs against 5 alternatives | VentureBeat
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`How Stephen Wolfram’s image-
`recognition tool performs against 5
`alternatives
`
`Jordan Novet
`@jordannovet
`
`May 16, 2015 2:01 PM
`
`Is that a magic mushroom? ImageIdentify thinks it is.
`Image Credit: Screenshot
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`https://venturebeat.com/2015/05/16/how-stephen-wolframs-image-recognition-tool-performs-against-5-alternatives/
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`How Stephen Wolfram's image-recognition tool performs against 5 alternatives | VentureBeat
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`How Stephen Wolfram’s image-
`recognition tool performs against 5
`alternatives
`
`Jordan Novet
`@jordannovet
`
`May 16, 2015 2:01 PM
`
`Is that a magic mushroom? ImageIdentify thinks it is.
`Image Credit: Screenshot
`
`https://venturebeat.com/2015/05/16/how-stephen-wolframs-image-recognition-tool-performs-against-5-alternatives/
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`1/13
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`7/20/22, 3:15 PM
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`How Stephen Wolfram's image-recognition tool performs against 5 alternatives | VentureBeat
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`We are excited to bring Transform 2022 back in-person July 19 and virtually
`July 20 - 28. Join AI and data leaders for insightful talks and exciting
`networking opportunities. Register today!
`
`ADVERTISEMENT
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`This week Stephen Wolfram, founder and chief executive of Wolfram
`Research, announced a new component of the Wolfram Language for
`programming called ImageIdentify. Wolfram also introduced a new
`website, dubbed The Wolfram Language Image Identi cation Project, that
`demonstrates the language’s new capabilities.
`
`The new site lets you upload images and get inferences and de nitions in
`response. You can provide feedback, which should help it become more
`accurate. You can hit buttons like “Great!,” “Could be better,” “Missed
`the point,” and “What the heck?!” After you choose one, the service o ers
`a few more guesses, and a text box where you can type in a tag. Then you
`can type in your email address, so it can tell you “when ImageIdentify
`learns more about your kind of image.”
`
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`How Stephen Wolfram's image-recognition tool performs against 5 alternatives | VentureBeat
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`Transform 2022
`
`The service uses a trendy type of arti cial intelligence called deep
`learning. It draws on arti cial neural networks, which train on a large
`quantity of information, like pictures, and then make inferences when
`you give it new information, like a new picture. Big web companies like
`Facebook, Google, and Microsoft use deep learning for various purposes,
`and increasingly smaller companies have been exposing deep learning
`tools for pretty much anyone to try out.
`
`ADVERTISEMENT
`
`To get a rough sense of the
`power of the new Wolfram
`technology, I decided to put it up
`against other existing image-
`recognition systems you can test
`out on the Internet today, from
`CamFind, Clarifai, MetaMind,
`Orbeus, and IBM-owned
`AlchemyAPI. I chose images
`from Flickr that seemed to
`clearly fall into the 1,000
`categories used for the 2014
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`How Stephen Wolfram's image-recognition tool performs against 5 alternatives | VentureBeat
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`ImageNet visual recognition competition. It was unscienti c — just for
`the sake of curiosity.
`
`EVENT
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`business and technology decision makers in-person July 19
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`What I found is that Wolfram’s new system doesn’t seem to be all that
`bad. It wasn’t overly conservative or vague, and it didn’t make many
`obvious mistakes — although it wasn’t as consistently accurate as
`MetaMind, for one. With time, Wolfram’s technology should improve —
`especially as people point out its aws.
`
`Here are 10 of the tests I ran to reach my conclusion.
`
`1.Coffee mug
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`How Stephen Wolfram's image-recognition tool performs against 5 alternatives | VentureBeat
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`Above: Coffee mug.
`
`Image Credit: evan p. cordes/Flickr
`
`Wolfram ImageIdentify: tea
`CamFind: white ceramic mug
`Clarifai: co ee cup nobody tea mug cafe hot ceramic co ee cup cutout
`MetaMind: Co ee mug
`Orbeus: cup
`AlchemyAPI: co ee
`
`2. Mushroom
`
`Above: Mushroom.
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`How Stephen Wolfram's image-recognition tool performs against 5 alternatives | VentureBeat
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`Image Credit: Theophilos Papadopoulos/Flickr
`
`Wolfram ImageIdentify: magic mushroom
`CamFind: white mushroom
`Clarifai: mushroom fungi fungus toadstool nature grass fall moss forest
`autumn
`MetaMind: Mushroom
`Orbeus: fungus
`AlchemyAPI: mushroom
`
`3. Spatula
`
`Above: Spatula.
`Image Credit: Stephen Dann/Flickr
`
`Wolfram ImageIdentify: spatula
`CamFind: black kitchen turner
`Clarifai: steel wood knife handle iron fork equipment nobody tool chrome
`MetaMind: spatula
`Orbeus: tool
`AlchemyAPI: knife
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`How Stephen Wolfram's image-recognition tool performs against 5 alternatives | VentureBeat
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`4. Scoreboard
`
`Above: Scoreboard.
`
`Image Credit: Mr Littlehand/Flickr
`
`Wolfram ImageIdentify: scoreboard
`CamFind: baseball scoreboard
`Clarifai: scoreboard soccer stadium football game competition goal group
`north america match
`MetaMind: Scoreboard
`Orbeus: billboard
`AlchemyAPI: sport
`
`5. German shepherd
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`How Stephen Wolfram's image-recognition tool performs against 5 alternatives | VentureBeat
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`Above: German shepherd.
`
`Image Credit: 333junction/Flickr
`
`Wolfram ImageIdentify: German shepherd
`CamFind: black and brown German shepherd
`Clarifai: dog canine cute puppy mammal loyalty grass sheepdog fur
`German hepherd
`MetaMind: German Shepherd, German Shepherd Dog, German Police
`Dog, Alsatian
`Orbeus: animal
`AlchemyAPI: dog
`
`6. Toucan
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`How Stephen Wolfram's image-recognition tool performs against 5 alternatives | VentureBeat
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`Above: Toucan.
`
`Image Credit: Daniel Jolivet/Flickr
`
`Wolfram ImageIdentify: tufted pu n
`CamFind: toucan bird
`Clarifai: bird one north america nobody animal people adult nature two
`outdoors
`MetaMind: toucan
`Orbeus: animal
`AlchemyAPI: sport
`
`7. Indian cobra
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`How Stephen Wolfram's image-recognition tool performs against 5 alternatives | VentureBeat
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`Above: Indian cobra.
`Image Credit: Gopal Venkatesan/Flickr
`
`Wolfram ImageIdentify: black-necked cobra
`CamFind: brown and beige cobra snake
`Clarifai: snake nobody reptile cobra wildlife daytime sand rattlesnake
`north america desert
`MetaMind: Indian cobra, Naja Naja
`Orbeus: animal
`AlchemyAPI: snake
`
`8. Strawberry
`
`Above: Strawberry.
`
`Image Credit: liz west/Flickr
`
`Wolfram ImageIdentify: strawberry
`CamFind: red strawberry ruit
`Clarifai: fruit sweet food strawberry ripe juicy berry healthy isolated
`delicious
`MetaMind: strawberry
`Orbeus: strawberry
`AlchemyAPI: berry
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`https://venturebeat.com/2015/05/16/how-stephen-wolframs-image-recognition-tool-performs-against-5-alternatives/
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`How Stephen Wolfram's image-recognition tool performs against 5 alternatives | VentureBeat
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`9. Wok
`
`Above: Wok.
`
`Image Credit: Kent Wang/Flickr
`
`Wolfram ImageIdentify: cooking pan
`CamFind: gray steel frying pan
`Clarifai: ball nobody pan cutout kitchenware north america tableware
`competition bowl glass
`MetaMind: wok
`Orbeus: frying pan
`AlchemyAPI: (No tags)
`
`10. Shoe store
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`https://venturebeat.com/2015/05/16/how-stephen-wolframs-image-recognition-tool-performs-against-5-alternatives/
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`How Stephen Wolfram's image-recognition tool performs against 5 alternatives | VentureBeat
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`Above: Shoe store.
`
`Image Credit: Stab at Sleep/Flickr
`
`Wolfram ImageIdentify: store
`CamFind: black crocs
`Clarifai: colour street people color car mall road fair architecture hotel
`MetaMind: Shoe Shop, Shoe Store
`Orbeus: shoe shop
`AlchemyAPI: sport
`
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