Make a “3D Photo”

I am having fun playing with all those image generation models and think it would be more interesting if we can make it into a 3D photo.

Sequence addition question and function calls

OpenAI recently updated its ChatGPT API with this function call capability. In short, it lets the user to tell the GPT model that there are one or more available function calls that ChatGPT can leverage. My first reaction to this news is to re-evaluate how GPT works on the sequence addition question.

CVPR 2023 @ Vancouver

翻了一下 Blog，上次记录开会还是 ICCV 2019。这次有超过6500人参会，虽然还不及之前 CVPR 2019，但也已经是非常大的会议了。

Private Copilot

几年前看Andrej Karpathy写的RNN教程的时候，就有些工作在用RNN做代码生成。我还记得刚看到这种工作的时候觉得这也太离谱了。果然，作为普通人，不出意外地又一次错误判断了事物的发展。才几年的时间，大家的普遍认知已经转变成，“代码生成是对于LLM来说相对比较简单的任务” ¯\_(ツ)_/¯

PrivateGPT

最近GPT相关的开源项目层出不穷，感觉有段时间每天都有几个不同版本的XXGPT出现。生活中我已经时常用到ChatGPT了，虽然答案不保证正确，但多数情况下ChatGPT可以给出来正确的方向。

Bin Packing 问题

再次感觉到很多时候，实践中遇到的问题，合适地抽象出来之后，很有可能只是某个很经典问题的特例。新的问题并不多。

Making Accompaniment for Guitar Solo on Mac

I recently found out a solution to get the accompaniment to my phone, so that I can play along with it. There are some quality-wise compromises but overall it is good enough for me.

Minimalist-Style Demo of Running Neural Networks in Web Browser

This demo shows how to run a pre-trained neural networks in web-browser. The user would first download the pre-trained style transfer model to local by opening up the webpage. Then everything will get processed locally without accessing any remote resource. The user can then open-up a picture from their hard drive and click “run” to let the style transferring neural networks to do its job.