02 深度学习介绍【动手学深度学习v2】

 

论坛 https://discuss.d2l.ai/c/chinese-version/16

 

https://www.image-net.org/

ImageNet is an image database organized according to the WordNet hierarchy (currently only the nouns), in which each node of the hierarchy is depicted by hundreds and thousands of images. The project has been instrumental in advancing computer vision and deep learning research. The data is available for free to researchers for non-commercial use.

 

物体检测和分割 https://github.com/matterport/Mask_RCNN

样式迁移   https://github.com/StacyYang/MXNet-Gluon-Style-Transfer

人脸合成   

 

文字生成图片 https://openai.com/blog/dall-e/

Creating Images from Text

We’ve trained a neural network called DALL·E that creates images from text captions for a wide range of concepts expressible in natural language.