Skip to content

Pure numpy implementation of LeNet5, to help you understand how CNN works.

License

Notifications You must be signed in to change notification settings

chuanqi305/LeNet5

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

2 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

LeNet5

Pure numpy implementation of LeNet5, to help you understand how CNN works.

prerequisite

  1. python
  2. numpy
  3. opencv
pip install numpy
pip install opencv-python

usage

  1. Get mnist datasets and put it into the project root directory, then decompress it.
  2. train
python train.py
  1. test
python test.py
  1. Maybe you want to evaluate the accuracy
python eval.py

About

Pure numpy implementation of LeNet5, to help you understand how CNN works.

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages