qtjiebin Goto Github PK

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mdtvsfa

Unified Quality Assessment of In-the-Wild Videos with Mixed Datasets Training (IJCV 2020)

mefnet

Official Implementation of MEF-Net

models

Models and examples built with TensorFlow

ntire2021-iqa-macs

NTIRE 2021, Image Quality Assessment Challenge (MACS team)

paddleseg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

paq-2-piq

Source code for "From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality"

paq2piq

PaQ2PiQ in PyTorch

patchvq

Patch-VQ: ‘Patching Up’ the Video Quality Problem

perceptualimageerror

A metric for Perceptual Image-Error Assessment through Pairwise Preference (PieAPP at CVPR 2018).

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pvt

pysodevaltoolkit

A Python-based RGB/RGB-D Salient Object Detection and Camouflaged Object Detection, and Co-Salient Object Detection evaluation toolbox.

python

All Algorithms implemented in Python

python-100-days

Python - 100天从新手到大师

python-iw-ssim

Implement IW-SSIM using PyTorch

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

pytorch-classification

Classification with PyTorch.

pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

pytorch-distributed

A quickstart and benchmark for pytorch distributed training.

pytorch-distributeddataparallel-training-tricks

A guide that integrates Pytorch DistributedDataParallel, Apex, warmup, learning rate scheduler, also mentions the set-up of early-stopping and random seed.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

pytorch-ssim

pytorch structural similarity (SSIM) loss

pytorch_practice

这是我学习 PyTorch 的笔记对应的代码，点击查看 PyTorch 笔记在线电子书

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

qmupd

Code for TPAMI "Quality Metric Guided Portrait Line Drawing Generation from Unpaired Training Data"

qtjiebin.github.io

rankiqa.pytorch

基于PyTorch实现的图像质量评估模型RankIQA

recycled

Official PyTorch implementation of the paper "Recycling Discriminator: Towards Opinion-Unaware Image Quality Assessment Using Wasserstein GAN", accepted to ACM MM 2021 BNI Track.