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Inference Machine & Deep Learning with Cpp

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

Logistic Regression on C++

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

Inference Detectron2 on C++

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

Inference Computer Vision on C++

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

Try your best ^^