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A C++ example of running TensorFlow Object Detection model in live mode.

License: MIT License

CMake 5.46% C++ 94.54%

tensorflow-object-detection-cpp's Introduction

tensorflow-object-detection-cpp

A C++ example of running TensorFlow Object Detection model in live mode. Inspired by issue.

Requirements (for use without Bazel):

  • TensorFlow .so builds (more, requires Bazel to build)
  • Eigen3 headers (more)
  • OpenCV (more)

Usage:

  1. Specify your own paths for necessary libs in CmakeLists.txt
  2. Specify your own paths for frozen_inference_graph.pb and labels_map.pbtxt in main.cpp (lines 44-47)
  3. Specify your video source (main.cpp, line 80)
  4. Have fun

demo/ dir contains frozen graph & labels map from victordibia/handstracking as an example.

This repo is not supported as long as I switched to PyTorch long ago. TensorFlow (probably) has been updated a couple of times since I created this repo so there's a (huge) chance that something would go wrong.

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