Any dog owner would tell you that their canine companions are attuned to their humans' emotional state and respond accordingly. Scientists have performed fMRI scans on dogs and identified a specific brain region that processes happy human facial expresses, like a smile, according to a new paper published in the journal iScience. They also found that dogs can tell the difference between negative facial expressions, specifically anger, sadness, and fear.
“Humans are really good at picking up small details on the face, and so are dogs,” said co-author Raúl Hernández-Pérez of the University of Vienna. “This makes dogs very interesting. By studying their brains, we can understand what adaptations have developed to support their remarkable social and emotional understanding of humans.”
Prior behavioral studies have shown that dogs are sensitive to emotion in human faces. Dogs will, for example, choose a box their human has identified with a happy expression over one the human treats with fear or disgust. Past fMRI studies found that an area in the canine left temporal cortex showed a stronger response to human faces compared to dog faces, as well as a greater response in the caudate, hippocampus, and amygdala to human faces showing emotion versus neutral faces.
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China’s missile-armed robot dogs and humanoid systems point to a new phase in military robotics, raising questions about AI warfare.
The post Inside China’s Push to Build an Army of AI-Powered Combat Robots appeared first on TechRepublic.
China’s Hefei metro is testing robot dogs, drones, and humanoids to inspect trains, patrol platforms, and assist passengers during busy travel periods.
The post China Deploys Robot Dogs, Drones, and Humanoids to Run a ‘Full-Space’ Metro System appeared first on TechRepublic.
I speak English. Super well. And I can read the rough, overall vibe of writing in French. I can also order beer and taxis in Spanish. Alas, my dog can do none of these things, and we are left in communication limbo. I try asking them (in English) why they’re so mean to that one Cockapoo who lives across the road, or why they don’t understand the importance of the eyedrops the vet insists I have to hold their eyelids open to administer. They just respond with a variety of noises that I cannot translate. We need to fix this, and thankfully NerdStoke has harnessed Raspberry Pi to build a solution.
The dog wears a harness with a microphone that picks up its barks. The barks get processed through a device that determines what the dog is saying and then outputs it through speakers.
Raspberry Pi Zero is the affordable brain powering NerdStoke’s solution to this age-old human-and-pup problem. But writing code that could translate the multitude of frequencies coming out of a dog’s mouth when it barks was a trickier problem. NerdStoke tried to work it through on Twitch with fellow hobbyists, but alas, the original dream had to be modified.

Spoiler alert: fast Fourier transforms did not work. You would need a clear, pure tone for that to work in a project like this, but as we said above, dogs bark in a rainbow of tones, pitches, and all the rest.
Because of this, a time-based model was devised to predict what a dog is likely to be barking about at any given time of day. For example, if it’s early morning, they probably want to go out to pee. But if it’s mid-morning, they’re probably letting you know the postman has arrived and is trying to challenge your territory by pushing thin paper squares through the flap in your front door. It’s a dangerous world out there, and dogs just want to protect us.
Nerdstoke had his good friend record some appropriate soundbites to go with each bark, depending on what time of day it happened. And now, Nugget the dog can tell you “I want to cuddle” or “Why aren’t you feeding me?”
While the final project couldn’t quite translate the actual thoughts of a dog, we love the humour behind this halfway solution. And we reckon the product name, Holler Collar, would definitely sell.
NerdStroke is all over the socials, so follow them on your platform of choice:
TWITCH – twitch.tv/nerdstoke
INSTAGRAM – instagram.com/nerdstoke
TWITTER – twitter.com/nerdstoke
GITHUB – github.com/nerdstoke
EMAIL – nerdstoke@gmail.com
The post Translate dog barks with Raspberry Pi appeared first on Raspberry Pi.
You can always rely on Ryder’s YouTube channel to be full of weird and wonderful makes. This latest offering aims to boost dopamine levels with dog spotting. Looking at dogs makes you happier, right? But you can’t spend all day looking out of the window waiting for a dog to pass, right? Well, a Raspberry Pi Camera Module and machine learning can do the dog spotting for you.
Ryder’s Raspberry Pi and camera sit on a tripod pointing out of a window looking over a street. Live video of the street is taken by the camera and fed through a machine learning model. Ryder chose the YOLO v3 object detection model, which can already recognise around 80 different things — from dogs to humans, and even umbrellas.

But how would Ryder know that his Raspberry Pi had detected a dog? They’re so sneaky — they work in silence. A megaphone and some text-to-speech software make sure that Ryder is alerted in time to run to the window and see the passing dog. The megaphone announces: “Attention! There is a cute dog outside.”

Ryder wanted to share the love and show his appreciation to the owners of cute dogs, so he added a feature for when he is out of the house. With the megaphone poking out of a window, the Raspberry Pi does its dog-detecting as usual, but instead of alerting Ryder, it announces: “I like your dog” when a canine is walked past.

Also, we’d like to learn more about this ‘Heather’ who apparently once scaled a six-foot fence to pet a dog and for whom Ryder built this. Ryder, spill the story in the comments!
The post Raspberry Pi dog detector (and dopamine booster) appeared first on Raspberry Pi.
When you’re learning a new language, it’s easier the younger you are. But how can we show very young students that learning to speak code is fun? Consequential Robotics has an answer…
The MiRo-E is an ’emotionally engaging’ robot platform that was created on a custom PCB and has since moved onto Raspberry Pi. The creators made the change because they saw that schools were more familiar with Raspberry Pi and realised the potential in being able to upgrade the robotic learning tools with new Raspberry Pi boards.
The MiRo-E was born from a collaboration between Sheffield Robotics, London-based SCA design studio, and Bristol Robotics Lab. The cute robo-doggo has been shipping with Raspberry Pi 3B+ (they work well with the Raspberry Pi 4 too) for over a year now.
While the robot started as a developers’ tool (MiRo-B), the creators completely re-engineered MiRo’s mechatronics and software to turn it into an educational tool purely for the classroom environment.
MiRo-E with students at a School in North London, UK
MiRo-E can see, hear, and interact with its environment, providing endless programming possibilities. It responds to human interaction, making it a fun, engaging way for students to learn coding skills. If you stroke it, it purrs, lights up, move its ears, and wags its tail. Making a sound or clapping makes MiRo move towards you, or away if it is alarmed. And it especially likes movement, following you around like a real, loyal canine friend. These functionalities are just the basic starting point, however: students can make MiRo do much more once they start tinkering with their programmable pet.
These opportunities are provided on MiRoCode, a user-friendly web-based coding interface, where students can run through lesson plans and experiment with new ideas. They can test code on a virtual MiRo-E to create new skills that can be applied to a real-life MiRo-E.
Here are the full technical specs. But basically, MiRo-E comprises a Raspberry Pi 3B+ as its core, light sensors, cliff sensors, an HD camera, and a variety of connectivity options.
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MiRo reacts to sound, touch, and movement in a variety of ways. 28 capacitive touch sensors tell it when it is being petted or stroked. Six independent RGB LEDs allow it to show emotion, along with DOF to move its eyes, tail, and ears. Its ears also house four 16-bit microphones and a loudspeaker. And two differential drive wheels with opto-sensors help MiRo move around.
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The ‘E’ bit of MiRo-E means it’s emotionally engaging, and the intelligent pet’s potential in healthcare have already been explored. Interaction with animals has been proved to be positive for patients of all ages, but sometimes it’s not possible for ‘real’ animals to comfort people. MiRo-E can fill the gap for young children who would benefit from animal comfort, but where healthcare or animal welfare risks are barriers.
The same researchers who created this emotionally engaging robo-dog for young people are also working with project partners in Japan to develop ‘telepresence robots’ for older patients to interact with their families over video calls.
The post Meet your new robotic best friend: the MiRo-E dog appeared first on Raspberry Pi.