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auto_painter

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.

awesome-image-colorization

:books: A collection of Deep Learning based Image Colorization and Video Colorization papers.

cam

Class Activation Mapping

colorization_tool_on_web

A web-based animation coloring tool, capable of reconstructing sketches into colored images.

crowddetection

cs-book

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

cs-notes

: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

csp

High-level Semantic Feature Detection: A New Perspective for Pedestrian Detection, CVPR, 2019

gfocal

Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020

gfocalv2

Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection, CVPR2021

harmonyos

A curated list of awesome things related to HarmonyOS. 华为鸿蒙操作系统。

hros

基于SpringBoot的人事管理系统

it_book

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）

javase-30day

java

labelimg

🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images

machine-learning-collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

mask_rcnn

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

mmdetection

OpenMMLab Detection Toolbox and Benchmark

nanodet

⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

online-video-website

在线视频网站前端

paddledetection

Object detection and instance segmentation toolkit based on PaddlePaddle.

pix2pix-tensorflow

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-networks

Pytorch implementation of cnn network

sketchkeras

an u-net with some algorithm to take sketch from paints

sketchyscenecolorization

Language-based Colorization of Scene Sketches. (SIGGRAPH Asia 2019)

skills

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

style2paints

sketch + style = paints :art: (TOG2018/SIGGRAPH2018ASIA)

yolof

yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite