Qasim Wani presents a tool-using vision system for complex object detection…

Brief

Qasim Wani presents a tool-using vision system for complex object detection, framing it as a capability beyond conventional vision models. The thread’s opening example is zero-shot identification of the Y Combinator logo from one prompt, and the post points readers to both an interactive demo and GitHub codebase for evaluation.

title: @qasim31wani: We built a system that detects highly complex objects NO vision model can find—introducing tool use ...
author: @qasim31wani
contenttype: tweet
publication: Twitter/X
published: 2025-08-05T00:48:31+00:00
sourceurl: https://x.com/qasim31wani/status/1952532131827359840

word_count: 59

We built a system that detects highly complex objects NO vision model can find—introducing tool use for vision. 🧵

Say you wanted to detect for the @ycombinator logo in this image. (▶️ see step-by-step thinking)

Using our solution, it's able to detect the logo perfectly, zero-shot with just a single prompt!

Try it out: spatial-reasoning.com
Code: github.com/QasimWani/spatial…

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