dimasdwib / simple-yolo-object-recognition

Simple YOLO Implementaion on Windows

simple-yolo-object-recognition

simple YOLO implementation (Windows)

Requirement

• Python 3.7
• OpenCV
• Tensorflow 1.15.0
• Pillow
• Cython
• Microsoft Visual C++ Redistributable Package
• CPUs wich support AVX2 Instruction

Installation

Install Python 3.7

Download from https://www.python.org/ftp/python/3.7.4/python-3.7.4-amd64.exe

Install OpenCV

# pip install opencv-python

Install Pillow

# pip install pillow

Install Cython

# pip install cython

Install Tensorflow 1.15.0

# pip install tensorflow==1.15.0

Install Microsoft Visual C++ Redistributable Package

Download Visual Studio from https://visualstudio.microsoft.com/downloads/ and install Windows 10 SDK Component

After installation, open cmd and go to project folder

Download yolo.weights

Download yolo.weights file from https://drive.google.com/drive/folders/0B1tW_VtY7onidEwyQ2FtQVplWEU and copy to bin

Build Darknet

# python setup.py build_ext --inplace
# pip install -e .

Run script

> python object_recognition.py

Result