lysukhin/ tensorflow-object-detection-cpp

C++

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lysukhin

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MIT License

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Description

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

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Daniil Lysukhin lysukhin

# 342,657

Python

C++

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tensorflow-object-detection-cpp

Name: tensorflow-object-detection-cpp
Brand: tensorflow-object-detection-cpp
SKU: //lysukhin/tensorflow-object-detection-cpp
Rating: 2.11 (144 reviews)

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

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.