Lions, Tigers, and Bears, Oh My! While Dorothy’s list of animals are not included in Elon Musk’s latest tweet regarding animal recognition by Tesla’s Neural Network, dogs, cats, and horses are included.
Speaking to Tesla’s object recognition abilities, it appears that Tesla is preparing to release an update that includes new visualizations of various animals that may stray across the car’s path.
As far as animal recognition, Teslas currently only visualize dogs, but it will often display a dog even if it's another animal.
This is due to a lack of training, where the car can't yet differentiate between a dog, a horse or a cat. It can be easily fixed by training their NN by adding and categorizing photos of addition animals.
It looks like we'll soon get new animal visualizations. The most obvious may be animals that are regularly found near streets, such as deer, horses, possums or other creatures.
While automotive competitors have made gains in developing electric vehicles after years of lagging behind Tesla, one cannot deny that Tesla’s neural networks are cutting edge.
These neural networks give Tesla the ability to gather live data from over one million participating vehicles. They utilize these vast datasets of real-world data to train their AI algorithms to identify objects that may be a hazard to drivers.
Tesla claims that "a full build of Autopilot neural networks involves 48 networks that take 70,000 GPU hours to train."
While users have noticed drastic improvements in the car’s ability to recognize various car types (as seen by improved visualizations in 2022.16), the likely addition of new animals is an interesting addition.
With FSD Beta 10.12, Tesla added numerous visualization updates. Will more animals be added in FSD Beta 10.13, which is expected in about two weeks?
While too early to tell, it remains exciting that the objection recognition abilities of Teslas continue to improve.
The car knows that something is there, just doesn’t know that they’re horses yet, but it will. Dogs, cats and many other animals will also be recognized.
Rendering of what Tesla's license plate feature could look like
Not a Tesla App
Tesla update 2024.38 has started rolling out to several regions and vehicles. Thanks to Tesla hacker Greentheonly, we have a behind-the-scenes look at some new features coming to Teslas.
License Plate Display
According to Greentheonly, it looks like Tesla may soon let you display your actual license plate in the vehicle’s visualization on the screen. In our article, The Most Request Tesla Features, several readers suggested displaying the vehicle’s license plate in the visualization instead of a blank, white plate.
It looks like Tesla will be doing just that, at least in China. Green found references that appear to conclude that you’ll be able to display your vehicle’s plate on screen. This will likely be user input, so you could have it say anything you’d like, and it doesn’t have to be your actual license plate.
For many owners, who may find it difficult to remember their license plate, this could serve a practical purpose in addition to adding to the visualization's realism.
While Green was only able to say it’ll be available in China, we expect this is due to China’s software development team working on it and that it’ll eventually be released worldwide.
While code for this feature was found in update 2024.38, we may not be turned on in China yet. We suspect this feature may be a strong candidate for Tesla’s upcoming holiday update.
FSD Hardware Version Display
As part of the 2024.38 update, Tesla has now made it easy to determine whether your vehicle includes Hardware 3 or Hardware 4. You can now simply navigate to Controls > Software and tap Additional Vehicle Information. In addition to other hardware information about your vehicle, your Autopilot hardware version will now be listed as well.
You can see whether your vehicle has HW2.5, HW3, or AI4. This in-car display is useful, but if you don’t have access to the vehicle, you can always use our guide on how to determine the hardware version of a Tesla.
New Battery Health Test & Service Mode Improvements
Green found some additional things as well. There’s a new and improved Battery Health Test. The new test will show you how your car scores compared to similar vehicles in the Tesla fleet.
In addition, maintenance records can now be permanently stored “in the car.” It doesn’t appear that this feature is activated yet, but it’s likely in active development with some parts leaking out in the 2024.38 update.
Tesla has included various Service Mode improvements and new visualizations in this update.
Mr Li on X came across some covered-up Project Juniper vehicles recently and he managed to get various shots of the vehicle.
Juniper Images
This front image reveals what looks like two rows of lights, possibly confirming the front light bar for the Model Y refresh — similar to the one on the Cybercab.
The rear side has a lot of lights on it!
Mr Li on X
The rear side shows a ton of brake lights, but it’s not clear why. While it looks like the Model Y refresh will also feature a rear light bar similar to the Cybertruck, there isn’t strong evidence of that in this photo.
Mr Li on X
There's an obvious set of lights at the bottom, so it looks like the Model Y refresh will be similar to the new Model 3 where the bottom lights can operate as brake lights when the one-piece tail lights and trunk are up.
Mr Li on X
In the last photo, we see that the overall form factor of the refreshed Model Y will remain unchanged, and Tesla is focusing the changes on the front and rear ends of the vehicle, much like the Model 3 refresh. However, in this one shot, we can also see what appears to be red light leaking out of the rear camera cover opening, possibly due to the rear light bar.
The Model Y is not only Tesla’s best-selling vehicle but also the world’s best-selling car in 2023. This year, it’s expected to be the best-selling vehicle in the United States and again in the world, so this refresh will be huge for Tesla.
@DominicBRNKMN made another fantastic set of concepts based on these new images. Given he had the most accurate Model 3 Highland concept before the official launch, we’re pretty sure his latest work be close here as well.
@DominicBRNKMN
We’re super excited to see the eventual reveal of Project Juniper, which is expected in the first half of 2025. However, expect to see a few more leaks before production kicks off at Giga Shanghai.
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