Top: Vid2coach
This public link is valid for 7 days and shares a thread, including any personal information you added. This link or copies made by others cannot be deleted. If you share with third parties, their policies apply. Can’t copy the link right now. Try again later. Vid2Coach: Transforming How-To Videos into Task Assistants
Vid2Coach isn’t just a voice‑over. The system ingests any standard how‑to video (e.g., a recipe or craft tutorial) and transforms it into a that:
The most revolutionary feature is the side-by-side comparison with a professional or past personal best. Unlike simply watching an elite athlete, the user scrubs both videos simultaneously. Vid2Coach automatically synchronizes key events (e.g., foot strike, release point), allowing the user to ask, “Why is my elbow here when theirs is there?” This transforms passive viewing into active discovery.
The system acts as a bridge between visual instruction and physical execution by breaking down videos into accessible segments: vid2coach top
The 2-Second Sprint Improvement
It doesn't just wait for you to ask; it uses Vision-Language Models (VLMs) to notice if you've missed a step or are doing an action incorrectly.
: Users can ask specific questions about the task, and the system responds with answers grounded in both the video knowledge and the user's current progress. Hands-Free Experience : Operates on commercially available smart glasses This public link is valid for 7 days
For centuries, athletic and professional coaching relied on a fundamental limitation: the human eye. Even the most experienced coach can miss a 5-degree hip rotation in a golf swing or a micro-second delay in a goalkeeper’s reaction time. Vid2Coach emerges not as a replacement for the coach’s intuition, but as a powerful cognitive prosthetic—an algorithmic mirror that reflects what the body actually does, rather than what the athlete feels it does. In an era where marginal gains separate champions from contenders, Vid2Coach bridges the gap between subjective sensation and objective reality, democratizing elite-level feedback for the masses.
The platform processes standard video URLs, analyzing both audio narration and visual frames simultaneously. It segments the video into precise, structured task steps. For instance, it identifies exactly when a chef stops chopping a pepper and starts seasoning it. 2. Instruction Augmentation
Developed by researchers at institutions like UC Berkeley and presented at prestigious human-computer interaction venues like the ACM UIST Conference, Vid2Coach bridges a massive accessibility gap. While sighted individuals can easily follow online tutorials for cooking, crafting, or home repairs, blind and low-vision (BLV) individuals heavily struggle because traditional videos rely entirely on visual comparison. Can’t copy the link right now
Vid2Coach automatically parses through video, identifying the "task-relevant" details not covered in the narration. It creates a structured checklist for the task and classifies user status into: Non-essential steps. In-Progress: The step currently being performed. Complete: The task is done correctly. Key Features: Why Vid2Coach is the Top Choice
Vid2Coach demonstrates an opportunity for AI visual assistance that strengthens rather than replaces non-visual expertise. Vid2Coach: Transforming How-To Videos into Task Assistants