Tag
“onnx”
4 posts
- Product & Mission··7 min read
Browser AI vs. Cloud API: Who Actually Sees Your Images?
When a tool runs AI in your browser, your files never leave the device. A clear comparison of client-side ONNX/WebGPU inference vs. cloud APIs — on privacy, cost, latency, and offline use.
- Technical Deep Dives··6 min read
No "Bring Your Own Model": How We Source Client-Side AI Models
Plenty of browser AI tools punt the hard part to you — "paste a model URL." We don't. Our rule for sourcing self-hostable, permissively-licensed ONNX models so every tool works out of the box.
- Technical Deep Dives··5 min read
"Session Has No Input Names": The Anatomy of a Truncated Model Download
ONNX Runtime doesn't throw when you hand it a half-downloaded model. It builds a broken session that fails cryptically three tools later. The failure chain and the two checks that make it fail at the source.
- Technical Deep Dives··10 min read
How AI Background Removal Actually Works
What's really happening when an AI model removes a background — segmentation models, ONNX, WebGPU, and why running in the browser is better than a cloud API for privacy.