pidnet-s-cityscapesimage-segmentation · family: pidnet
| Source | https://huggingface.co/litert-community/PIDNet-S-Cityscapes-LiteRT |
|---|---|
| License | mit |
| Model file | cd9a9da6c642f712bc7500d42b4d8cb4ced69fab7426b03ea04f135dca14432e.tflite — downloaded from the source at runtime; this site hosts no weights |
Preparing…
Every number is labeled with the environment that produced it — headless desktop Chromium is not a user’s phone, and results are only meaningful together with their environment.
| Backend | Status | Full delegation | Output match | Latency p50 (ms) | Environment | Verified | Provenance |
|---|---|---|---|---|---|---|---|
wasm_xnnpack | pass | — | — | 670.503 | mac-studio-m4-max · chromium 151.0.7922.34 headless · macOS · @litertjs/core 2.5.3 | 2026-08-11 | measured |
webgpu_mldrift | output_mismatch | yes | fail | 14.763 | mac-studio-m4-max · chromium 151.0.7922.34 headless · macOS · @litertjs/core 2.5.3 | 2026-08-11 | measured |
Full record (failure class, evidence, sweep config): raw sweep JSON · card.json · CARD.md
One-line prompt for your AI coding assistant (uses the litert-cookbook web skill):
Use the litert-cookbook web skill to build a LiteRT.js browser demo for pidnet-s-cityscapes: load the model from https://huggingface.co/litert-community/PIDNet-S-Cityscapes-LiteRT/resolve/main/cd9a9da6c642f712bc7500d42b4d8cb4ced69fab7426b03ea04f135dca14432e.tflite (license: mit) and run it with @litertjs/core.
One-line prompt for Claude Code / Gemini CLI — re-runs the same sweep verification for this model, locally:
In the edge-compat repo, verify pidnet-s-cityscapes with the sweep harness: write /tmp/catalog.csv with the header line model_id,source,input_spec,license,notes and the single row pidnet-s-cityscapes,https://huggingface.co/litert-community/PIDNet-S-Cityscapes-LiteRT/resolve/main/cd9a9da6c642f712bc7500d42b4d8cb4ced69fab7426b03ea04f135dca14432e.tflite,1x3x1024x1024:float32,mit, — then run: cd web/sweep && npm ci && npm run sweep -- --catalog /tmp/catalog.csv --out out/ — and compare out/pidnet-s-cityscapes.json with the sweep table on this page.