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IVPL's Projects

drawingpsychoanalysis icon drawingpsychoanalysis

It is a project that analyzes the user's psychological status from handwritten drawings using deep neural networks.

faceandlicencedetection icon faceandlicencedetection

This repository contains individual training codes of SSD and Mask R-CNN models for object recognition of human faces and license plates. In addition, it includes the implementation of a technology that selects and loads one trained model from YOLO, SSD, and Mask R-CNN using OpenCV and detects and blurs a face or license plate from a video.

fastintercu-vvc icon fastintercu-vvc

Official implementation of "Deep Neural Network-based Fast Inter CU Splitting Algorithm for Versatile Video Coding (VVC) Standard"

gbr-wnn icon gbr-wnn

Group-based Bi-Directional Recurrent Wavelet Neural Network for Efficient Video Super-Resolution (VSR) - Official Repository (Pattern Recognition Letters)

hirn icon hirn

HiRN: Hierarchical Recurrent Neural Network for Video Super-Resolution (VSR) using Two-Stage Feature Evolution - Official Repository (Applied Soft Computing)

hm-fbenet icon hm-fbenet

Modified HEVC Reference Software for Fractional Block Enhancement Experiment in Inter-Coding Stage

iosappbeacon icon iosappbeacon

iOS application for communication and control with beacon (Bluetooth) devices.

pamc icon pamc

Design of Efficient Perspective Affine Motion Estimation/Compensation for Versatile Video Coding (VVC) Standard (Electronics) - Official Repository

plaidml-cpuvsgpu icon plaidml-cpuvsgpu

PyQT5 based GUI application for performance comparison between Tensorflow (CPU) and PlaidML (GPU)

plaidml-multi-gpu icon plaidml-multi-gpu

A demo application of deep learning framework based on OpenCL for multi-GPUs

rgcn icon rgcn

Residual-Based Graph Convolutional Network for Emotion Recognition in Conversation for Smart Internet of Things (Big Data) - Official Repository

ssfpn icon ssfpn

Scale Sequence (S2) Feature Based-Feature Pyramid Network

waen icon waen

Wavelet Attention Embedding Networks for Video Super-Resolution (ICPR 2020) - Official Repository

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