https://github.com/en10/objectdetection

Based on Tensorflow Object Detection API
https://github.com/en10/objectdetection

object-detection tensorflow

Last synced: 3 months ago
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Based on Tensorflow Object Detection API

• Host: GitHub
• URL: https://github.com/en10/objectdetection
• Owner: EN10
• Created: 2017-08-18T21:07:35.000Z (almost 9 years ago)
• Default Branch: master
• Last Pushed: 2018-03-12T12:36:02.000Z (over 8 years ago)
• Last Synced: 2025-03-27T04:32:07.324Z (over 1 year ago)
• Topics: object-detection, tensorflow
• Language: Python
• Homepage:
• Size: 1.26 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Object Detection

Based on: 

* [Tensorflow Object Detection API](https://github.com/tensorflow/models/tree/master/research/object_detection)

* [Installation](https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/installation.md)

## Install Tensorflow:

    sudo pip install -U pip  

    sudo pip install tensorflow 

    

## Install dependencies 

    sudo pip install pillow

    sudo pip install lxml

    

Can run without jupyter or matplotlib see below

    

    sudo pip install jupyter

    sudo pip install matplotlib

https://github.com/EN10/MNIST/blob/master/MoreExamples/installJupyter.txt

    

## Download Model:

Only object_detection folder needed:

    svn export https://github.com/tensorflow/models/trunk/research/object_detection

`/bin/sh: 1: svn: not found` then

`!apt install -y subversion`

Subset of:

    git clone https://github.com/tensorflow/models.git

    

## Install Protobuf 2.6+

Download newer binary as Ubuntu 14.04 has 2.5

    wget https://github.com/google/protobuf/releases/download/v3.5.1/protoc-3.5.1-linux-x86_64.zip

    unzip protoc-3.5.1-linux-x86_64.zip -d protoc

    sudo mv ./protoc/bin/protoc /usr/bin/protoc

    chmod a+x /usr/bin/protoc

    protoc object_detection/protos/*.proto --python_out=.

## Run in jupyter

    cd object_detection

    jupyter notebook --ip=0.0.0.0 --port=8080 --no-browser

https://object-detection-eniof.cs50.io/notebooks/object_detection_tutorial.ipynb

* `Cell - Run All`

## Run Without jupyter or matplotlib

    

    mv detect.py ./object_detection/detect.py

    cd ./object_detection

    python detect.py

    

## Tensorflow Performance

https://github.com/EN10/TensorFlow-For-Poets#performance