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opensecura / ml-models-public / 403d134e75614ea54cb4a6d41b6398e912b9d7f0
commit403d134e75614ea54cb4a6d41b6398e912b9d7f0[log] [tgz]
authorCindy Liu <hcindyl@google.com>Wed Aug 03 16:12:45 2022 -0700
committerCindy Liu <hcindyl@google.com>Wed Aug 03 16:12:45 2022 -0700
tree1e3f65768b5609ce9a52c6c617f5ed27d2326b37
parent811f55d90be8e81772ee30f9a1042bf9c1a11394 [diff]
ml-models-public: Mark emitc_static test result as XFAIL

Bug: 241254202
Change-Id: Iac8acd2e9e0f0eabf350d4cebc79fec72bee5bd8
5 files changed
tree: 1e3f65768b5609ce9a52c6c617f5ed27d2326b37
  1. float_models/
  2. quant_models/
  3. CMakeLists.txt
  4. README.md
README.md

Public ML model zoo

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

Model discription

person_detection.tflite

The person presence detection quantized model from https://github.com/tensorflow/tflite-micro/blob/main/tensorflow/lite/micro/models/person_detect.tflite

mobilenet_v1_0.25_224_float.tflite

Mobilenet V1 float-point model from https://tfhub.dev/tensorflow/lite-model/mobilenet_v1_0.25_224/1/default/1?lite-format=tflite

mobilenet_v1_0.25_224_quant.tflite

Mobilenet V1 quantized model from https://tfhub.dev/tensorflow/lite-model/mobilenet_v1_0.25_224_quantized/1/default/1?lite-format=tflite

mobilenet_v2_1.0_224_quant.tflite

Mobilenet V2 quantized model from https://tfhub.dev/tensorflow/lite-model/mobilenet_v2_1.0_224_quantized/1/default/1?lite-format=tflite

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.

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.