Yahui Liu

DeepSegmentor. A Pytorch implementation of DeepCrack and RoadNet projects.

DeepCrack. DeepCrack: A Deep Hierarchical Feature Learning Architecture for Crack Segmentation, Neurocomputing.

VTs-Drloc. [NeurIPS 2021] Official codes for "Efficient Training of Visual Transformers with Small Datasets".

tensorflow.cifar10. The examples of image recognition with the dataset CIFAR10 via tensorflow.

mnist. Some samples of the MNIST classifier.

RoadNet. RoadNet: A Multi-task Benchmark Dataset for Road Detection, TGRS.

cifar10Dataset. Create your own dataset with the similar format with CIFAR10 in python version.

GAN-Metrics. A collection of metrics for evaluating GAN models.

LLMs_from_scratch. Learning records for building a large language model from scratch

imageBinaryDataset. C++

MJP. [CVPR 2023] An official Pytorch implementation of "Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers".

SmoothingLatentSpace. [CVPR 2021] Smoothing the Disentangled Latent Style Space for Unsupervised I2I Translation

DWC-GAN. [ACM MM 2020] DWC-GAN.

TriangleGAN. TriangleGAN, ACM MM 2019.

uaggan. A Pytorch implementation of "Unsupervised Attention-Guided Image-to-Image Translation"

Domain-Translation-Papers. Collecting papers about domain translations.

frechet-bert-distance. Findings of ACL 2021

stylegan-mmuit. [TMM 2022] ISF-GAN.

SuperpixelRegionFill. Superpixels-based region filling

ImageDataAugmentation. Image data augmentation via flipping and rotation.

RG-UNIT. RG-UNIT, ACM MM 2020.

FindFilesWithinFolder. Find and generate a file list of the folder.

Activations. A list of current activation functions in deep learning.

SEEDS-superpixels. OpenCV wrapper around original SEEDS superpixels implementation

Reweighting. Reweighting Responses, EMNLP 2018 (short, oral)

ImageFormatConversion. A Demo of converting the single channel 16-bit images to 8-bit images.

image2binarytest. C++

Create-Subfolder. Create a subfolder included in the input file path.

QImage2Mat. The conversion between Qt QImage and OpenCV Mat.