Code Monkey home page Code Monkey logo

lightnet's Introduction

LightNet

Implemented in pure pascal LightNet is an artificial intelligence neural network library Inspired by Darknet and YOLOv7 github C library, this implementation can run most of the darknet including YOLO models nativly and self dependently no external libraries required.

  • Currently training & inference runs on CPU , however i have notice that inference runs faster than the Optimized C CPU implementation
  • Optionally, using -dOPENBLAS or -dMKL ( Custom options in Lazarus-Ide for example ) will enable "libopenblas" or "Intel's Math Kernel Library" which is further optimized for CPU, however, on lazarus no significant improvement was noticed.
  • Before running the test make sure that yolov7.weights file is placed next to the test project executable.
  • Other .weights models should work (check "cfg" folder)
  • More Examples coming soon

Work pending

  • OpenCL and CUDA implementation
  • Test on other platforms (MacOS, Linux)
  • Test on Single Board Computers (NVIDIA Jetson, Raspberry PI, etc..)

tests provided for both Lazarus and Delphi

this project is still at the early stage, if you wish to see more models running in pure pascal, please consider donating here

Buy me coffee

lightnet's People

Contributors

hshatti avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.