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followers: 27.0 following: 48.0 repos: 56.0 gists: 0.0

Name: YiHungWONG

Type: User

Company: MediaTek

Bio: Versatile coder skilled in Python, C#, and Swift. Proficient in Machine Learning with TensorFlow and PyTorch. Passionate about cloud computing and data analysis

Location: Hsinchu, Taiwan, ROC

🇬🇧 English | 🇹🇼 繁體中文 | 🇫🇷 Français

Hi 👋, I'm YI HUNG, WONG

An ML/DL engineer from Taiwan.

yihong1120

yihong1120

  • 🔭 I’m currently service in MediaTek

  • 🌱 I’m currently learning Cloud Computation, LLM, Computer Vision

  • 💬 Ask me about Python, Cloud Computing, Tensorflow, Pytorch

  • 📫 How to reach me [email protected]

Connect with me:

yi-hung-wong-7b7859a1 翁逸宏 yihong1120

Languages and Tools:

azure csharp css3 django docker dotnet flask gcp git html5 linux mssql mysql nginx opencv pandas postman python pytorch qt scikit_learn seaborn swift tensorflow

yihong1120

 yihong1120

yihong1120

YiHungWONG's Projects

api-gateway icon api-gateway

相比于SpringCloud Gateway更加轻量级、性能更强的API网关

arl icon arl

ARL 资产侦察灯塔系统 v2.6.2(可运行,修改版)

automation-scheduler icon automation-scheduler

"Automation-Scheduler" is a repository for a simple bash script that automate the execution of a python script at specific times, schedule task and manage cron job easily. The script can be modified to suit different automation needs.

azure-line-chatbot icon azure-line-chatbot

An integrated chatbot application utilising OpenAI GPT models, hosted on Azure, with seamless connectivity to LINE messaging platform. Designed for modularity, scalability, and efficient logging with Azure Blob Storage.

bimapi_revit-family-parameters-generator icon bimapi_revit-family-parameters-generator

This repository contains a project that employs the Revit API for automated generation of diverse beam and column sizes in large-scale BIM projects, aiming to enhance efficiency, minimise errors, and ensure modelling consistency.

cctv-inundation-detection icon cctv-inundation-detection

Code to detect rain/inundation using CCTV images, estimate affected area/depth and store data in MySQL. Image processing & ML for efficient flood monitoring & management.

construction-hazard-detection icon construction-hazard-detection

An AI-driven solution for enhancing safety at construction sites. Utilises YOLOv8 for object detection to identify overhead hazards like heavy loads and steel pipes. Alerts are triggered if personnel are detected beneath these hazards. Dataset sourced from Taiwan's construction industry.

continuous-media-capture icon continuous-media-capture

This repository contains code for capturing continuous media from a given URL, and saving the media frames locally. The media type, URL, and camera name can be specified. This is useful for security cameras or live feeds.

conversational-llama-integration icon conversational-llama-integration

Integrating Llama 2 model with LangChain and Llama Index for a conversational agent. Features include fine-tuning, extracting content from local and online sources, dialogue recording via PostgreSQL, and messaging integration with LINE and Telegram.

diabetes-prediction-api icon diabetes-prediction-api

A RESTful API using Flask and XGBoost to predict diabetes in Pima Indians based on various diagnostic measurements. Includes training, saving the best model, and testing the API using Python requests.

genre-based-movie-recommender icon genre-based-movie-recommender

An intuitive movie recommendation system leveraging genre similarity with TF-IDF and cosine similarity for a personalized film discovery experience.

h1_asset icon h1_asset

HackerOne资产更新 | 每日更新HackerOne资产,对HackerOne的资产进行爬行和整理,SRC资产更新仅会增加,不会进行删除,每天更新的可以进行差异化对比来获取到新的项目资产范围

image-classification-with-efficientnetv2 icon image-classification-with-efficientnetv2

This repository contains code for an image classification model using TensorFlow and Keras. It includes a script for training the model, a script for predicting new images using the trained model, and a sample dataset of images for testing.

iris-classification-api icon iris-classification-api

"Iris-Classification-API" is a Github Repository that uses Flask to create an API that accepts JSON data, generates a request ID, and utilizes the Scikit-Learn library to classify Iris data. The API allows users to query the classification progress and returns the results of flower classification.

llama2-telegram-bot icon llama2-telegram-bot

Integration of the advanced llama2 AI model with Telegram to provide real-time chatbot responses. Seamless interaction, smart replies, and scalable deployment.

lstm-stock-forecaster icon lstm-stock-forecaster

A deep learning-based stock price prediction application using Long Short-Term Memory (LSTM) neural networks and Flask API.

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

metasequoia-sql icon metasequoia-sql

metasequoia-sql 是一款注重性能的 SQL 语法的解析和分析器,适用于 SQL 的格式化、执行和分析场景,致力于打造性能最高的 Python 版 SQL 解析器。

ml-notes icon ml-notes

This GitHub repository offers a succinct guide to machine learning, focusing on data preprocessing, advanced models, feature engineering, and MLOps. It features key tools like Category Encoders, Featuretools, and Optuna, catering to various aspects of machine learning. Ideal for learners and professionals alike.

neural-style-transfer-web-app icon neural-style-transfer-web-app

This web app allows users to apply artistic styles to their own images or a set of images retrieved from Google Images using neural style transfer.

omega-ai icon omega-ai

Omega-AI:基于java打造的深度学习框架,帮助你快速搭建神经网络,实现模型推理与训练,引擎支持自动求导,多线程与GPU运算,GPU支持CUDA,CUDNN。

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