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Hi, I'm Yunho πŸ‘‹

I have a passion in solving underserved problems.

I am looking for an internship @ Spring '24 / Summer '24!
If you are recruiting or building something cool, please reach out :)

πŸ”­ I’m working on

  • SightWise – a startup dedicated to building best-in-class assistive technologies for the blind and visually impaired.
  • Alt Text Wizard – a browser extension that generates alt text in real time using multimodal LLMs.

❀️‍πŸ”₯ I love working with

Python C++ Typescript Svelte VueJS Nuxt.js AWS

🌱 I’m learning

Apache TVM Rust Flutter

πŸ€” I’m looking for help with

  • Simplifying the process of porting ML models to web/mobile environments
  • Studying Apache TVM, compilers, and high-performance computing
  • How to be less perfectionistic (& risk-averse) and more efficient

πŸ“« Let's talk!

I am always down for a coffee chat! Just leave me a message.

🌎 Around the web:

⚑ Fun fact?

I'm a cat person.

Yunho Cho's Projects

numpyviz icon numpyviz

A package that allows to visualize `numpy` array operations in 3D/6D space.

ofa icon ofa

Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework

olive icon olive

Olive is an easy-to-use hardware-aware model optimization tool that composes industry-leading techniques across model compression, optimization, and compilation.

onnx-ocr icon onnx-ocr

Lightweight Python implementation of SoTA scene text detection models using ONNX

opendream icon opendream

An extensible, easy-to-use, and portable diffusion web UI πŸ‘¨β€πŸŽ¨

optuna icon optuna

A hyperparameter optimization framework

paddleocr icon paddleocr

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

paddleocr2pytorch icon paddleocr2pytorch

PaddleOCR inference in PyTorch. Converted from [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR)

particle-life icon particle-life

A simple program to simulate artificial life using attraction/reuplsion forces between many particles

pcb-motor icon pcb-motor

Script to generate Carl Bugeja styled PCB motors for KiCad with Python

pcbsemg icon pcbsemg

extremely affordable EMG electrodes & instrumentation circuits to create experimental HCI devices and applications

pinto_model_zoo icon pinto_model_zoo

A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.

popular_restaurants_from_officials icon popular_restaurants_from_officials

μ„œμšΈμ‹œ κ³΅λ¬΄μ›μ˜ 업무좔진비λ₯Ό λΆ„μ„ν•˜μ—¬ μ§„μ§œ 맛집 μ°ΎκΈ° ν”„λ‘œμ νŠΈ

portfolio-2 icon portfolio-2

This is the repo with the source code for Significa's website, our very own nest on the web. Launching a new website has been something we have been wanting to do for years, but we never found the time – the shoemaker's son goes barefoot, right? In 2023, we finally did it. We find it a work of art, but of course, we are biased. Give it a go.

portfolio-2b icon portfolio-2b

A starter template for Svelte, TailwindCSS and Storybook. You can easily start your project with this template, instead of wasting time figuring out configurations for each integration.

ppocr-onnx icon ppocr-onnx

εˆ©η”¨ onnxruntime 及 PaddleOCR ζδΎ›ηš„ζ¨‘εž‹, ε―Ήε›Ύη‰‡δΈ­ηš„ζ–‡ε­—θΏ›θ‘Œζ£€ζ΅‹δΈŽθ―†εˆ«.

practical-front-end-projects icon practical-front-end-projects

Collection of practical front-end projects developed by pure JS, HTML, and CSS without any third-party libs and packages

pretendard icon pretendard

μ–΄λŠ ν”Œλž«νΌμ—μ„œλ“  μ‚¬μš©ν•  수 μžˆλŠ” system-ui λŒ€μ²΄ κΈ€κΌ΄

prompttools icon prompttools

Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate).

py-googletrans icon py-googletrans

(unofficial) Googletrans: Free and Unlimited Google translate API for Python. Translates totally free of charge.

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