IVCL MultiView

Introduction

The documentation page for 5th year IITP-ETRI project (Deep-Motion Network). The page contain documentation for data structure and function used in the project. The detailed explanation are only available in each header file.

Files

Main Library Code

1. train.py The main library code. This file contain train function.
2. deployment.py The main library code. This file contain test function.
3. dataset_loader.py The main library code. This file contain data loader function.
4. depthNet_model.py The main library code. This file contain Handcrafted Multi-view Stereo Network.
5. loss_functions.py The main library code. This file contain loss function.
6. Export_model.py This file contain quantized model output function.

OpenCL Kernel Code

1. inverse_warp_and_ncc.cl The OpenCL kernel code. This file contain inverse warping and NCC function.

Libraries

1. OpenCL 1.2.0 for the GPGPU parallelization
2. OpenCV 3.4.5 to handle the I/O process

Environment

Visual Studio Code 1.45.1
Windows 10