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

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.

Musk Teases New Model for Early 2025 That Will Use a Mix of Next-Gen and Current Platforms

By Cláudio Afonso

“We have updated our future vehicle line-up to accelerate the launch of new models ahead of our previously communicated start of production in the second half of 2025”. This was one of the key sentences that were part of Tesla’s deck shared on Tuesday directly before its financial results.

Since Reuters’ report a few weeks ago saying Tesla had “scrapped” the highly expected cheaper model— which Elon quickly denied on X —retail and institutional shareholders started asking for more details on Tesla’s product roadmap for 2024 and beyond.

In the earnings conference call, Elon Musk reiterated that Tesla expects to launch the next model in “early 2025, if not late this year”.

“We've updated our future vehicle lineup to accelerate the launch of new models ahead of previously mentioned start of production in the second half of 2025. So, we expect it to be more like the early 2025, if not late this year. “

Over concerns of temporary production halts to update the factories for these new models, Musk said that Tesla will produce new models with certain aspects from their next-generation platform and current models. This will reduce the number of changes needed on production lines and allow Tesla not only to ramp up production faster but also to get the vehicles to market quicker.

Model Y Redesign

Tesla appears to hit that their next-gen vehicle will be less “next-gen” than they were initially aiming for, but to get a new vehicle out the door by late 2024, the process would already have to be in motion. Tesla may likely be referring to the redesigned Model Y, which is expected to reuse many parts from the new Model 3. Earlier this year, Tesla said that the redesigned Model Y will not be released this year, so it makes sense that they’re looking to speed up that production.

Tesla CEO concluded by saying that these measures will allow Tesla to reach a capacity of over 3 million units. Tesla produced 1.84 million vehicles in 2023. However, this year they’re ramping up Cybertruck production and introduced the new Model 3 into new markets.

And we think this should allow us to get to over 3 million vehicles of capacity when realized to the full extent.

Tesla reported on Tuesday its earnings results followed by a conference call where it teased its upcoming Robotaxi and its next-generation platform saying its “purpose-built Robotaxi product will continue to pursue a revolutionary ‘unboxed’ manufacturing strategy”.

Earlier in the day, Tesla announced the new Performance variant of its sedan Model 3 with deliveries in the United States starting already next month. The new version starts at $45,490 (after applying the $7,500 Federal EV tax credit) and goes from 0 to 60mph in 2.9 seconds.

Tesla on FSD: Close to License Deal With Major Automaker, Announces Miles Driven on FSD v12

By Cláudio Afonso

On Tuesday Tesla reported its earnings results followed by a conference call that brought several updates on the company’s roadmap for future vehicles, autonomous driving, Optimus and much more.

While answering a question from Goldman Sachs analyst Mark Delaney about updates on the licensing of Tesla’s Full Self-Driving (FSD) technology, Elon Musk said they’re talking to one major auto manufacturer and there’s “a good chance” the company signs the first deal before year-end. However, he went on to say that it would probably be three years before the necessary changes are integrated into the car.

I think we have a good chance we do sign a deal this year

Brings Benefits to Tesla

The technology would require other automakers to start using the same cameras and hardware as Tesla, meaning that Tesla may not only generate money from licensing FSD but also from selling the hardware itself. However, there would be other benefits as well. When licensing FSD, Tesla would likely own the data gathered with the system well, further helping them with data and edge cases that need to be solved to reach full autonomy.

people don't understand all cars will need to be smart cars… Once that becomes obvious, I think licensing becomes not optional.

Tesla’s Chief Financial Officer Vaibhav Taneja commented pointing out that future partners “take a lot of time in their product life cycle” resulting in a gap between the deal signing and the arrival in the market of Tesla’s FSD software.

Miles Driven With FSD

On the conference call, Musk added that Tesla now has over 300 million miles that have been driven with FSD v12 since it was launched just last month. He added that it's becoming “very clear that the vision-based approach with end-to-end neural networks is the right solution for scalable autonomy”.

Tesla said it will continue to increase its “core AI infrastructure capacity in the coming months” adding that in the first quarter, it completed the transition to hardware 4.0 with China now receiving the upgraded FSD computer and cameras.

Over the weekend, Tesla reduced the price of FSD dropping it from $12,000 to $8,000 for customers in the United States and from CA$16,000 to CA$11,000 in Canada.

Earlier this month, Tesla implemented a 50% price reduction for FSD subscriptions in the U.S. and introduced the subscription model in Canada at a great value of CA$99 per month.

Latest Tesla Update

Confirmed by Elon

Take a look at features that Elon Musk has said will be coming soon.

More Tesla News


Subscribe to our weekly newsletter.


Find out how to become a sponsor and have your site listed here.

Although we share official Tesla release notes, we are not affiliated with Tesla Motors. We are Tesla fans and supporters.

Latest Tesla Update

Confirmed by Elon

Take a look at features that Elon Musk has said will be coming soon.


Subscribe to our weekly newsletter.