Tesla has released vision Park Assist with Tesla update 2023.6.9
@EVBaymax & @ManZoneBeer
Tesla has unveiled the Vision Park Assist feature with its new software update, version 2023.6.9 for non-FSD Beta vehicles. This cutting-edge feature employs the car's cameras to measure distances to nearby objects, offering users valuable parking assistance.
When Tesla removed ultrasonic sensors (USS) from their vehicles six months ago, some owners expressed concerns regarding the loss of parking assistance. In response, Tesla embarked on the transition towards a vision-based solution, culminating in the introduction of Vision Park Assist.
Accuracy of Park Assist
Twitter user @EVBaymax couldn’t wait till morning to test out the new Vision Park Assist feature. Equipped with his Model 3 and a measuring tape, @EVBaymax put the new technology to the test and shared it all on Twitter, providing some valuable insight into its performance. In one video, he said, “super-impressive what Tesla has been able to do. This is… Wow! I’m impressed.” @EVBaymax was showing the car within an inch or two of what the reading said inside the car.
However, he did spot something less impressive. When shifting into drive or reverse after being parked for a few minutes, a message pops up that says: Park Assist is Loading. That load took 6-8 seconds as the system recalls what was around it before it was parked. The time is quite a lag compared to the USS-enabled systems. @EVBaymax is hopeful this is addressed. However, the vehicle did eventually load the data it had before it was turned off, showing the same distance to the curb that was in front of it, even though the curb was out of view of the cameras.
Several online videos show a significant difference in readings between USS and Vision. USS mostly displays smooth readings with straight edges, but vision does not display many straight lines. When backing up to a curb, @EVBaymax notes that the line representing the curb is “squiggly and is moving.”
Availability
Although Park Assist was initially included in FSD Beta 11.3.2 and limited to North American markets, Tesla is rolling out Park Assist to additional markets with update 2023.6.9.
Currently, the Vision Park Assist feature is compatible with Model 3 and Model Y vehicles. Users also have the option to turn off Park Assist if they prefer, just like owners with USS. This innovative technology offers 360-degree detection, instead of just front and rear, as highlighted in our previous article.
Park Assist Detecting a Curb
One of the advantages of vision-based Park Assist is the ability to detect objects on the side of the vehicle. @EVBaymax does a great job illustrating that in this video below.
At this time, it appears that vehicles with ultrasonic sensors still offer a higher level of accuracy, however that could depend on the height of the object and the type of object itself.
Vision Park Assist does not currently apply to vehicles with ultrasonic sensors. However, since Vision Park Assist does provide some advantages over its hardware-based version, it'll be interesting to see if Tesla incorporates it into all vehicles in the future as the feature matures.
As more Tesla owners install and utilize Vision Park Assist, the feature is expected to improve. The company will use the collected data to enhance distance estimates, aiming for accuracy on par with sensor-based systems.
Tesla's Vision Park Assist offers visual and auditory alerts for objects in the vehicle's surroundings, utilizing the occupancy network to generate high-definition object outlines. However, it is essential to remember that this feature should be treated as guidance, not as a substitute for an attentive driver.
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Tesla’s latest vehicles, including the Cybertruck, Cybercab, and the refreshed Model Y, now feature a front bumper camera. However, as of FSD v13.2.8, the Cybertruck’s bumper camera remains unused for FSD and primarily serves as a helpful tool for parking and off-road driving.
With bumper cameras becoming more common across Tesla’s lineup, the question remains: will they eventually become a necessary component for Unsupervised FSD, or are they simply an added convenience for now?
Actually Smart Summon Needs Bumper Vision
Not a Tesla App
Every Tesla model that has the ability to use Actually Smart Summon occasionally rolls slightly forward or backward before exiting a parking stall. This movement helps the vehicle get a better view of what’s directly beneath the front lip of the hood before proceeding.
However, this behavior has led some vehicles to make contact with walls or posts, prompting the NHTSA to launch an investigation into Actually Smart Summon. The simple solution is to mount a lower front camera that allows the vehicle to see what’s directly in front of it when it wakes up.
The Cybertruck currently lacks access to Actually Smart Summon—or any Summon functionality, for that matter. Tesla hasn’t announced when the vehicle will receive one of its most advanced autonomy features. Given the vehicle’s height and its larger front blind spot, the delay likely stems from the need to integrate the bumper camera for improved visibility.
At the end of the day, Actually Smart Summon is essential for Unsupervised FSD. A fully autonomous vehicle must be capable of navigating crowded parking lots, reaching pickup points, and parking itself without human intervention.
Training Data and Cameras
We already know that adding a new vehicle to FSD can take months—but what about integrating training data from an entirely new camera and perspective? That process could take even longer, especially with a vehicle like the Cybertruck, which is larger and wider than Tesla’s other models.
We also know that the Cybercab—set to launch in Austin in just a few months—features a bumper camera to improve visibility below the front lip. Tesla doesn’t add new components without purpose; every part, from the camera and wiring to the housing and engineering, represents a calculated investment.
Given this, it’s reasonable to expect that Tesla is already using bumper camera data from the Cybertruck—and soon, the refreshed Model Y—to train an updated FSD model. Whether this model is focused on parking lot navigation and Actually Smart Summon or expands to broader FSD improvements on city streets and highways remains to be seen.
Compute and AI5
Tesla has already stated that the AI4 computer has unused compute power, but they’re running into memory limitations in future FSD builds due to the sheer volume of incoming data. That said, Tesla has hinted at optimizations to better manage memory on AI4.
Would integrating data from an additional camera overwhelm the system? Probably not in terms of compute, but memory efficiency remains a key area for improvement—especially as Tesla plans to triple both the model size and context window in upcoming FSD versions.
On the other hand, the Cybercab is set to launch with its own unique, more powerful AI5 computer. At the We, Robot autonomy event in October, Elon Musk confirmed that AI5 was designed for redundancy and higher safety. Tesla has been working on parallelizing FSD computations for some time—but we’ll explore that in a separate article.
Wrapping it Together
Putting it all together: the bumper camera has arrived, and Tesla doesn’t add hardware without a purpose. While it’s not yet in use for FSD, Tesla is likely gathering footage to train future models. The AI4 computer has the compute power to handle an additional data stream—but will Tesla actually integrate it?
If we were to go out on a limb, we’d say that Unsupervised FSD will likely require a bumper camera to be part of the Robotaxi network, but there’s another compelling reason. Tesla currently offers Supervised FSD for subscription and sale - but you can no longer buy FSD the way it used to be marketed. That changed back in September 2024, when they made adjustments to all their websites globally to list Supervised FSD as the product and feature that was being sold. That could have an impact on Tesla’s future plans with how they offer Unsupervised vs Supervised FSD.
So, will a bumper camera be necessary? We think so. Will it be a retrofit? Possibly. Tesla has already confirmed that they will retrofit HW3 vehicles with improved hardware in the future, meaning that other FSD hardware upgrades aren’t completely off the table.
However, retrofitting a bumper camera is complex, requiring extensive disassembly, wiring through the frunk, firewall, and into the AI computer. It’s possible that the camera will primarily be used for low-speed parking lot maneuvers—where supervision will be required—while Unsupervised FSD will only be available while driving on city streets and highways. The largest issue is simply what happens if the vehicle was asleep, and it can now only leave by driving forward — where it has a large blind spot.
While the exact role of the front bumper camera remains uncertain, its presence in newer models suggests it could be critical for a. fully autonomous vehicle. Whether it becomes a requirement for the vehicle to start driving from a parked position without anyone inside the vehicle, or whether it’ll only be required in parking lots or even to become a part of the Robotaxi network remains to be seen.
Tesla’s latest software update, version 2025.2, brings new features to Service Mode, continuing the trend of improving in-vehicle diagnostics.
Currently, this feature is only available for vehicles with AMD Ryzen infotainment systems and requires Service Mode+, which is a subscription service aimed at technicians. Intel-powered vehicles aren’t supported yet, but we expect this feature to roll out to them as well unless hardware limitations prevent it.
Thanks to Spencer for providing an image of the panel in action.
Signal Viewer Panel
While update 2025.2.6 adds four service mode improvements, including updates to brake burnishing, charge port calibration, and noise recording panel improvements. In this article, we’ll focus on the new signal viewer panel.
This new panel offers a live data feed from selectable vehicle sensors. You select the signals you’re interested in and it’ll plot the signal on a graph. In addition to allowing you to view real-time signal data, it also allows you to record them.
The signals are searchable and can be easily added or removed from the panel. You can track up to 10 sensors, and the UI allows three of them to be viewable at once.
However, this is Service Mode and it’s more than just pretty looks. You can really dig down into these charts. You can pan them left and right through time, and tapping a specific point shows the exact value of that signal. The panel also supports pinch-to-zoom, enabling you to adjust the time scale across all panels simultaneously.
This feature is exclusive to Service Mode+, which requires a subscription to Tesla’s ToolBox3 software and a connection to a computer. It’s designed to help technicians diagnose issues related to signal quality, noise in the vehicle’s electrical systems, and signal variance in components during driving.
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