A Hugging Face community article from TII examines why modern perception systems so often grow into multi-stage pipelines instead of staying end to end. It focuses on the design tradeoffs behind real-world vision stacks and why preprocessing, detection, tracking, and post-processing keep reappearing in production systems.
Read more: Falcon Perception
Source: Hugging Face