Fangda HanInstall and Use TSNECUDA packageT-SNE is a great method to visualize high-dimension data by projecting them into three or two dimensions.4 min read·Jan 29, 2021----
Fangda HanReading: Learning from Simulated and Unsupervised Images through Adversarialhttps://arxiv.org/abs/1612.078282 min read·May 5, 2020----
Fangda HanA Few extra details about TransformerRecently I read a really nice article about Transformer in NLP. I want to write a summary and some details about the post as well as…4 min read·Mar 4, 2020----
Fangda HanDeep Understanding of Cooking Procedure for Cross-modal Recipe RetrievalTask3 min read·Jan 16, 2019----
Fangda HanCalculate mean Average Precision (mAP) for multi-label classificationSuppose you want to train a model to recognize ingredients inside one food image, one effective way to evaluate the performance is mean…5 min read·Nov 16, 2018--2--2
Fangda HanPyTorch Style Transfer TutorialIn 2015, Leon A. Gatys et al. published a paper using deep neural networks to transfer the style of one image to another. The beauty of…3 min read·Aug 22, 2018----
Fangda HanGANimation: Anatomically-aware Facial Animation from a Single ImageTask2 min read·Jul 31, 2018----