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algorithm_interview_notes-chinese icon algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

auto_painter icon 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.

avatarify icon avatarify

Avatars for Zoom, Skype and other video-conferencing apps.

books icon books

我读过的书。嘿嘿,分享给你。

caincamera icon caincamera

CainCamera is an Android Project how to learn about development of beauty camera, image and short video

cnp-clustering icon cnp-clustering

Explore using "Conditional Neural Process" for clustering longitudinal data efficiently

copytranslator icon copytranslator

Foreign paper reading and translation assistant based on copy and translate.(Latest: v0.0.7-Kylin-RC1)

cv-papers icon cv-papers

计算机视觉相关论文整理、记录、分享; 包括图像分类、目标检测、视觉跟踪/目标跟踪、人脸识别/人脸验证、OCR/场景文本检测及识别等领域。欢迎加星,欢迎指正错误,同时也期待能够共同参与!!! 持续更新中... ...

darts icon darts

Differentiable architecture search for convolutional and recurrent networks

deepfacelab icon deepfacelab

DeepFaceLab is the leading software for creating deepfakes.

deepfakes icon deepfakes

This is the code for "DeepFakes" by Siraj Raval on Youtube

deepnude-an-image-to-image-technology icon deepnude-an-image-to-image-technology

DeepNude's algorithm and general image generation theory and practice research, including pix2pix, CycleGAN, DCGAN, and VAE models (TensorFlow2 implementation). DeepNude的算法以及通用图像生成的理论与实践研究。

deepnude_nowatermark_withmodel icon deepnude_nowatermark_withmodel

DeepNude source code,without watermark,with demo and model download link,one command to run offline,GAN/Pytorch/pic2pic

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