开源项目 Open Source Projects

Github: https://github.com/CSsaan

• Computer Vision
  • Open-Vocabulary Multi-Label Classification: Open-vocabulary multi-label image classification system.
  • Scene Recognition CNN: Scene recognition system based on CNN for natural environment classification.
  • Deep Learning of Machine Vision: Exploring the application of deep learning in computer vision.
  • Vision-Trasformers Matting: Image matting technology based on Transformer.
  • YOLO Auto Target: YOLO-based target detection for FPS games.
  • GoogLeNet Inception/Alexnet/ResNet/VGG/ViT: Implementation of classic convolutional neural network architectures.
  • MNN with QT: Combining MNN inference framework with Qt for cross-platform deep learning applications.
  • OpenCV Demo: Example code and applications of the OpenCV library.
• LLM & Agent
  • Lover LLaMA: LLaMA-based romantic dialogue model, including dataset, fine-tuning, quantization, merging, and API deployment.
• Android & Windows Application
  • Android Camera Special Effect by CS: Android beauty camera with face slimming, big eyes, and teeth whitening. Implemented using OpenCV + MNN + NCNN + GLM + OpenGLES3.0.
  • BokehDepthByCS: Windows AI real-time bokeh software. A C++17 CMake OpenGL project deploying models with NCNN and MNN, using ImGui for GUI.
  • Matting Tool by CS: Deep learning-based portrait segmentation method (10k+ downloads).
  • Interpolation Tool by CS: Deep learning-based image interpolation method.
• OpenGL/Shader
  • 7 Sharpen Methods: Introduction to 7 sharpening methods and their implementation in C++, Python, Shader, and GLSL.
  • OpenGL CMake by CS: One-click CMake build for OpenGL projects, combined with ImGui.
  • OpenGL with QT: Using Qt to build OpenGL projects.
  • OpenGL Colors Filters: OpenGL color filters.