Tag
“browser ml”
2 posts
- Technical Deep Dives··6 min read
Why Our Best-Quality Background Remover Runs on WASM, Not WebGPU
WebGPU guarantees only 8 storage buffers per shader stage. BiRefNet's graph wants 33–65. That single number decides where our best-quality model runs — and why "just use the GPU" isn't an option.
- Technical Deep Dives··6 min read
The "White Flash" Bug: What Running Out of RAM Looks Like in a Browser Tab
Process a long video, the tab flashes white and reloads, your work is gone. That's not a crash you can catch — it's the renderer being killed for OOM. Why it happens and how streaming frames fixes it.