Public ML model examples

Clone this repo:


  1. 5a2815b Add BUILD files for mlperf_tiny by Alex Van Damme · 3 weeks ago master
  2. 0c517ad Update lit test to use python filecheck by Cindy Liu · 4 weeks ago
  3. 120a662 Add mlperf_tiny benchmark targets by Alex Van Damme · 6 weeks ago
  4. 8381f47 Match target names to the patterns in ml/ml-models by Julian Mullings-Black · 7 weeks ago
  5. f7d5295 Adding Mobilenet v1 and v2 to public models. by Naveen Dodda · 7 weeks ago

Public ML model zoo

This is the model zoo for public models used in Shodan vector core examples.

Model discription


The person presence detection quantized model from


Mobilenet V1 float-point model from


Mobilenet V1 quantized model from


Mobilenet V2 quantized model from


HPS (Human Presence Sensor) non-tiled quantized model from

Visualize the model

For tflite models, use the web-based visualization tool to inspect the file. The tool supports drag and drop or file GUI.

Test data

Test data for sample model inputs are in the “test_data” directory. Currently, only test data for the Human Presence Sensor model are included.


Test image files for Human Presence Sensor model, from ChromeOS codebase.

Model executables

For each model, the corresponding model executable under iree_exec can be built with the .c/.h files using sw/vec_iree project as library. They can be run as unit tests via lit framework using Renode or QEMU.