Tesla's High Fidelity Park Assist: Strengths and Areas for Improvement [VIDEO]

By Kevin Armstrong
Tesla released its high fidelity park assist feature during its 2023 holiday update
Tesla released its high fidelity park assist feature during its 2023 holiday update
YouTube/AI DRIVR

A new video on YouTube (posted below) provides an in-depth look at Tesla's High Fidelity Park Assist. Viewers can get a good look at the system’s ability to accurately visualize and interact with the car's surroundings for improved parking assistance but also understand its weaknesses.

Urban traffic and limited parking spaces have made parking challenging, often leading to congestion and increased risk of accidents. Tesla's High Fidelity Park Assist is not just about making parking easier; it's about transforming it. Tesla is just cameras to create a 3D visualization of the car’s surroundings, enabling precision parking like never before.

Breakthrough Features of Tesla's Park Assist

AI DRIVR notes the visual accuracy and the clear view of the surroundings. It vividly shows barriers, crosswalks, parking spots and more. It goes beyond objects that FSD could identify, and even for objects that can’t be identified, they are still displayed on screen in 3D. AI DRIVR also does a great job of pointing out some weaknesses in the current system and determining its accuracy.

Upcoming Improvements

As we know, Tesla is constantly improving, but the first version of this system shows where the following upgrades may further advance the technology. Future versions are expected to offer even more precision and more accurate visual representations. The video presenter suggests the system might even cover larger areas and shift away from gray tones by overlaying images on the 3D objects.

The feature is currently limited to vehicles without ultrasonic sensors (USS), but Tesla’s director of Autopilot already said that the feature will also come to vehicles with USS. However, it’s not clear whether the feature will be limited to vehicles equipped with Ryzen-powered infotainment systems (MCU 3).

Tesla’s improved Park Assist is also currently limited to lower speeds (below about 3 mph), however, this could be expanded as well. One day FSD visualizations could be completely based on this technology instead of relying on pre-made 3D models.

Accuracy and Limitations

The technology accurately renders objects like cones and curbs, but the presenter notes that the system's accuracy diminishes with proximity to objects. Another area for improvement will be hardware and, obviously, the addition of a front bumper camera. Cars with front bumper cameras will benefit far more from this technology. However, there are no future retrofits, and only the newest production models are equipped with front cameras, such as the Cybertruck. The video notes that the system needs to improve in showing objects directly in front of the car.

Interestingly, the video shows the system performs much better backing into places. It’s likely due to that wide-angle camera. If you or your teenagers have gone through any driver’s training lately, you probably know that backing into spaces is recommended. It allows for a much safer departure from the space, and the new High Fidelity System is set up very well for that.

The High Fidelity Park Assist system represents a significant improvement in Tesla’s Park Assist. These vehicles were previously limited to Park Assist with questionable accuracy. Its ability to now accurately visualize surroundings in real-time offers a safer and more efficient parking experience. The system's ongoing development promises continual improvements, potentially leading to more precise and reliable parking assistance than currently available with ultrasonic sensors. This technology sets a new standard in the evolution of Tesla’s Park Assist.

Tesla Reveals Q1 2025 Supercharger Vote Winners, Opens Voting for Q2

By Karan Singh
Not a Tesla App

With Q1 2025 now behind us, another round of Tesla’s Supercharger Voting has wrapped up. The previous vote took place back in December, and we now get to see which locations came out on top.

It’s been an exciting year for Supercharging, with the launch of 325kW charging for the Cybertruck and the upcoming debut of 500kW-capable V4 Superchargers. Tesla has also been rolling out several quality-of-life improvements to improve the charging experience, such as faster Supercharger data and an upcoming virtual queue system when Superchargers are full.

Let’s take a look at the Q1 2025 winners of the Supercharger Vote:

North America

🇺🇸 Lake Wales, FL

🇺🇸 Henderson, NV

🇺🇸 Clarksville, TN

🇺🇸 Roswell, NM

🇺🇸 Long Beach, CA

🇺🇸 Decatur, IL

🇺🇸 McAlester, OK

Europe

🇬🇧 Bournemouth, United Kingdom

🇮🇹 Bari, Italy

🇵🇱 Wrocław, Poland

🇨🇿 Hradec Králové, Czech Republic

Asia-Pacific

🇰🇷 Namyangju - South Korea

🇦🇺 Nicholls, Australia

Supercharger Voting Q2 2025

Another quarter means another round of Tesla's Supercharger Voting, giving Tesla owners the chance to influence where new Supercharger sites will be built. Following the Q1 2025 voting round, Tesla is now opening the polls for Q2 2025.

How to Vote

To participate in the Q2 2025 Supercharger Voting, visit the Tesla Supercharger Voting page and sign in to your Tesla account. You can vote for up to five different locations, with a limit of one vote per location, every three months. The most popular Superchargers are displayed on the leaderboard, and you can also suggest new locations for future voting cycles.

Tesla will announce the winners at the end of Q2.

Tesla Teases FSD Unsupervised, Hits 50,000 Autonomous Miles

By Karan Singh
Not a Tesla App

We’ve known for a while now that Tesla has been using a custom build of FSD to allow its newly produced vehicles at Giga Texas and Fremont to autonomously navigate themselves from the production line to the outbound delivery lot. 

While we knew they were using a custom build of what was likely FSD Unsupervised, thanks to a recent post from Tesla AI on X, this has now been confirmed. Tesla has also confirmed it has accrued over 50,000 driverless miles, totalled from vehicles autonomously driving themselves to delivery lots.

Autonomous Driving to Loading Areas

For most of Tesla’s vehicles - that’s a 1.4-mile trip that is shared with pedestrians, cars, trucks, and construction equipment. You can see in the video that the Teslas are navigating public roadways and encountering real human drivers.

That’s great news, especially since many were wondering whether Tesla would secure the necessary approvals in time to launch their Robotaxi network in June.

Increased Confidence

Following Tesla’s post to X, Musk followed up by saying that when Tesla launches FSD Unsupervised soon, it will be the first time there will be a generalized, pure AI solution to autonomy. Tesla and several executives continue to post more content about autonomy and the Robotaxi network, leading us to believe they’re feeling confident in the June launch.

Cybertruck Too

Back when Tesla initially announced the autonomous travel of its vehicles from production to loading lots, they mentioned that the Cybertruck was the only vehicle at Giga Texas not receiving that same treatment.

Now, that’s changed - Cybertruck is now also navigating through the Cybertunnel to make its way from the factory directly to the loading docks, all on Unsupervised FSD. And that’s making us even more excited, especially because Tesla was supposed to launch an FSD Update for the Cybertruck a little while ago - but it hasn’t made it to production yet. This update is set to bring Start FSD from Park, as well as Actually Smart Summon - bringing the Cybertruck to feature parity with Tesla’s other AI4 vehicles.

Now that Tesla is confidently using a build of Unsupervised FSD to navigate the tight confines of the tunnel and park, we’re pretty sure that Tesla will likely launch the expected FSD update in the near future.

FSD Update Soon?

It’s been a while since any FSD hardware variant has received an FSD update. It appears that Tesla has been focused on Unsupervised FSD and launching FSD outside of North America.

It seems like we may get a new FSD update soon, and we don’t believe it’ll be just for the Cybertruck. Those who have the opportunity to sign up for Tesla’s new Early Access program will likely be some of the first recipients to receive the FSD update, so stay tuned.

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