Project · Machine learning · GPU computing

CUDA image processing & LeNet-5

Built a C++/CUDA image-processing library and implemented LeNet-5 for GPU-accelerated MNIST recognition.

GPU implementation

Implemented image processing and neural network computation in C++ and CUDA, connecting a model’s operations to GPU execution.

Recognition task

Used LeNet-5 for handwritten-digit recognition on MNIST. The project sits at the intersection of neural networks, low-level implementation, and parallel computing.

CUDA
C++
LeNet-5
MNIST