👨 Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"

Project page of the paper "Learning Multi-Scale Photo Exposure Correction" (CVPR 2021).

WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].

Train your own data with MatConvNet

PyTorch & Matlab code for the paper: CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks (TPAMI 2021).

Source code of "A Single Model CNN for Hyperspectral Image Denoising"

Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization (TPAMI2018)

Spatial-CNN for lane detection in MATLAB.

[BMVC17] Weakly Supervised Saliency Detection with A Category-Driven Map Generator

Deep Learning Based Cell Type Classification with Low-Res Brightfield Single Cell Images

Matlab codes for the paper "Deep-Learning Based Linear Precoding for MIMO Channels with Finite-Alphabet Signaling" by Max Girnyk, Physical Communication, vol. 48, 101402, Oct. 2021.

MATLAB example of deep learning for image domain conversion

This repository is an simple example for computational ghost imaging via deep learning.

This repository provides implementation of SciNet network described in arXiv:1807.10300v3

Use a Python speech command recognition system in MATLAB

UNet for Matlab ready to go.

MATLAB Project

Predicting outcomes of educational interventions before investing in large-scale implementation efforts in school settings is essential for educational policy-making. However, due to time and resource limitations, conducting longitudinal, large-scale experiments testing outcomes of interventions in authentic settings is difficult. Here, we intro…

Creation of Deep Forests using Nature-Inspired Algorithms to perform Deep Learning.

Pitch detection of musical instruments by comparing different algorithms