Projects: Logistic Regression | Detectron2 | Try your best
The goal of these projects is to improve model training time and give optimal inference results.
Use CMake to configure on Linux system for these projects.
Setup CMake
bash cmake-setup.sh
Check CMake installed cmake --version
git clone https://github.com/vnk8071/inference-ai-with-cpp.git
cd logistic-regression
See README.md for more details in Logistic-Regression-Cpp
Reference: https://github.com/coding-ai/machine_learning_cpp
git clone https://github.com/vnk8071/inference-ai-with-cpp.git
cd detectron2
See README.md for more details in Detectron2-Cpp
Follow my repo detectron2-object-detection to see training process.
Link repo: https://github.com/vnk8071/detectron2-object-detection
Requirements:
- OpenCV
- CMake
- ONNX Runtime
git clone https://github.com/vnk8071/inference-ai-with-cpp.git
cd lite-ai-toolkit
Reference: https://github.com/DefTruth/lite.ai.toolkit