~/talk

Deploying ML models to mobile devices

Talkat Women in ML Symposium 2023 · on Thursday, 2023-12-07· [machine-learning]
name:Zoe Wang
links:none on file
slides:none on file

Builds an Android image‑generator app that runs a diffusion model locally using MediaPipe’s Image Generator, with conversion scripts and sample code on Google’s GitHub. Uses models matching Stable Diffusion v1.5 and accepts LoRA weights from Vertex AI Model Garden. Generation runs synchronously on a background thread, with a default of 20 iterations and optional display every 5 steps (4 intermediate images), and the workflow recommends Android Studio Giraffe and a device with ~8 GB RAM to run successfully.

AI-written summary · about

  1. 0:00Introduction
  2. 0:31Ondevice ML
  3. 3:46Challenges
  4. 6:52Examples
  5. 10:00Tutorial
  6. 18:06Conclusion
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