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Type: User
Bio: Unpredictable, you and I are dark horses.
Type: User
Bio: Unpredictable, you and I are dark horses.
Recently, realistic image generation using deep neural networks has become a hot topic in machine learning and computer vision. Such an image can be generated at pixel level by learning from a large collection of images. Learning to generate colorful cartoon images from black-and-white sketches is not only an interesting research problem, but also a useful application in digital entertainment. In this paper, we investigate the sketch-to-image synthesis problem by using conditional generative adversarial networks (cGAN). We propose a model called auto-painter which can automatically generate compatible colors given a sketch. Wasserstein distance is used in training cGAN to overcome model collapse and enable the model converged much better. The new model is not only capable of painting hand-draw sketch with compatible colors, but also allowing users to indicate preferred colors. Experimental results on different sketch datasets show that the auto-painter performs better than other existing image-to-image methods.
:books: A collection of Deep Learning based Image Colorization and Video Colorization papers.
Class Activation Mapping
A web-based animation coloring tool, capable of reconstructing sketches into colored images.
计算机类常用电子书整理,并且附带下载链接,包括Java,Python,Linux,Go,C,C++,数据结构与算法,人工智能,计算机基础,面试,设计模式,数据库,前端等书籍
:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计
High-level Semantic Feature Detection: A New Perspective for Pedestrian Detection, CVPR, 2019
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020
Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection, CVPR2021
A curated list of awesome things related to HarmonyOS. 华为鸿蒙操作系统。
基于SpringBoot的人事管理系统
本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍,没准你想找的书就在这里呢,包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列(常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习,深度学习等等),大数据系列(Spark,Hadoop,Scala,kafka等),程序员必修系列(C、C++、java、数据结构、linux,设计模式、数据库等等)
java
🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
OpenMMLab Detection Toolbox and Benchmark
⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
在线视频网站前端
Object detection and instance segmentation toolkit based on PaddlePaddle.
Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/
Image-to-Image Translation in PyTorch
Pytorch implementation of cnn network
an u-net with some algorithm to take sketch from paints
Language-based Colorization of Scene Sketches. (SIGGRAPH Asia 2019)
个人的技能树仓库,主要包含个人机器学习以及深度学习的笔记
sketch + style = paints :art: (TOG2018/SIGGRAPH2018ASIA)
YOLOv5 in PyTorch > ONNX > CoreML > TFLite
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.