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Official Repsoitory for "Activate or Not: Learning Customized Activation." [CVPR 2021]
PyTorch implementation of Deep Convolution Networks for Compression Artifacts Reduction (ICCV 2015)
Collect super-resolution related papers, data, repositories
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, etc. Also support StyleGAN2, DFDNet.
Unofficial PyTorch code for BasicVSR
Caffe2 C++/Python tutorial with full demo
(CVPR2021) ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic
A complete computer science study plan to become a software engineer.
Official repository for "CycleISP: Real Image Restoration via Improved Data Synthesis" (CVPR 2020--Oral)
Image restoration with neural networks but without learning.
Diverse Branch Block: Building a Convolution as an Inception-like Unit
Implementations of edge (ED, EDColor, EDPF), line (EDLines), circle and low eccentric ellipse (EDCircles) detection algorithms.
Efficient & Generic Video Super-Resolution
Efficient Multi-Stage Video Denoising With Recurrent Spatio-Temporal Fusion. CVPR_2021.
Implementation of ExpandNets
. This is a project of facial(lips) experssinion recognition. Features: four kinds of classification: none, openmouth, pouting, smile Model: 3 conv 3 full-connected layers, train_acc:92.82%, valid_acc:94.30%. Required Environment: Dlib, Pytorch, Anaconda3
Towards Flexible Blind JPEG Artifacts Removal (FBCNN, ICCV 2021)
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
[CVPR2020] GhostNet: More Features from Cheap Operations
A collection of useful .gitignore templates
This program is based on the grabcut algorithm, which can replace the background color in the photo of the document with blue or red. However, the resolution of the original image has a certain impact on the matting effect of the algorithm. It is recommended to use an image with a resolution of about 700 * 550. If the distortion is still serious, you can take a screenshot of the original image to this resolution and try again.
Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017) (Matlab)
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Lightweight Image Super-Resolution with Enhanced CNN (Knowledge-Based Systems,2020)
LFD is a big update upon LFFD. Generally, LFD is a multi-class object detector characterized by lightweight, low inference latency and superior precision. It is for real-world appilcations.
micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape
OpenMMLab Image and Video Editing Toolbox
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.