yihong1120

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

MediaTekHsinchu, Taiwan, ROC

Pinned Repositories

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.
Language:Python2 2 41
Construction-Hazard-Detection
Enhances construction site safety using YOLO for object detection, identifying hazards like workers without helmets or safety vests, and proximity to machinery or vehicles. HDBSCAN clusters safety cone coordinates to create monitored zones. Post-processing algorithms improve detection accuracy.
Language:Python252 16 425
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.
Language:Python3 2 10
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.
Language:Jupyter Notebook5 2 00
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.
Language:Python11 3 52
Reuters-News-Classification-and-Analysis
Train a model to categorize news articles, scrape and translate articles, and predict their categories using TensorFlow, Keras, and Google Translate API.
Language:Python4 2 01
VisionSnap
VisionSnap is a uniquely designed iOS app, employing Swift for seamless camera interactions and sophisticated image recognition. Leveraging the YOLOv8 model on a Google Cloud server, VisionSnap allows real-time image capturing and analysis, providing results instantly back to the device. A perfect blend of AI and user experience.
Language:Swift4 2 10
Vitis-AI-YOLOv3-TF2-Quantization-Evaluation
"Vitis-AI-YOLOv3-TF2-Quantization-Evaluation" Repo for quantization of YOLOv3 on Vitis-AI using TF2, aimed to deploy model on edge devices with limited resources. Includes training & quantization scripts and evaluation metrics. Experiment with different configurations.
Language:Shell4 1 10
YOLOv8-License-Plate-Insights
This repository demonstrates YOLOv8-based license plate recognition with GCP Vision AI integration, enabling versatile real-world applications like vehicle identification, traffic monitoring, and geospatial analysis while capturing vital media metadata for enhanced insights.
Language:Jupyter Notebook5 3 22
YOLOv8-PostProcessing-PRCurve
This repository contains code for post-processing techniques and PR curve visualization for object detection using YOLOv8. The project aims to improve object detection results through advanced post-processing methods and provides an analysis of precision and recall using PR curves.
Language:Python5 2 00

yihong1120's Repositories

yihong1120/Construction-Hazard-Detection
Enhances construction site safety using YOLO for object detection, identifying hazards like workers without helmets or safety vests, and proximity to machinery or vehicles. HDBSCAN clusters safety cone coordinates to create monitored zones. Post-processing algorithms improve detection accuracy.
Language:Python252 16 425
yihong1120/YOLOv8-License-Plate-Insights
This repository demonstrates YOLOv8-based license plate recognition with GCP Vision AI integration, enabling versatile real-world applications like vehicle identification, traffic monitoring, and geospatial analysis while capturing vital media metadata for enhanced insights.
Language:Jupyter Notebook5 3 22
yihong1120/Traffic-Violation-Report-System
A platform for users to upload and share the responses from law enforcement agencies to their traffic violation reports in Taiwan. This system aims to increase transparency and public oversight of traffic law enforcement.
Language:Python3 2 41
yihong1120/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.
Language:Python2 2 41
yihong1120/YOLOv8-Dataset-Transformer
A comprehensive toolkit for converting image classification datasets into object detection datasets and training them using YOLOv8. This project streamlines the process of dataset preparation, augmentation, and training, making it easier to leverage YOLOv8 for custom object detection tasks.
Language:Python2 2 00
yihong1120/YOLOv8-qat
Quantization Aware Training
Language:Python2 0 2
yihong1120/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.
Language:Python1 2 0
yihong1120/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。
Language:Java1 0 0
yihong1120/Site-Entry-Tracker-YOLOv8
A YOLOv8-based AI model for monitoring construction sites, trained to identify safety gear, vehicles, and machinery. Utilises safety cones to set a virtual line for tracking entries and exits, aiding in the management of personnel and equipment flow.
Language:Python1 1 0
yihong1120/traffic_report_front_flutter
A platform, 'Traffic-Violation-Report-System', enabling users in Taiwan to upload and share responses from law enforcement to traffic violations. This system aims for greater transparency in traffic law enforcement. It utilises Django for backend and Flutter for a separated frontend web development.
Language:Dart0 1 10
yihong1120/api-gateway
相比于SpringCloud Gateway更加轻量级、性能更强的API网关
Language:Java0 0
yihong1120/ARL
ARL 资产侦察灯塔系统 v2.6.2（可运行，修改版）
Language:Python0 0
yihong1120/btcposbal2csv
List all bitcoin addresses with positive balance.
Language:Python0 0
yihong1120/cf-mirror
AdySec CF拉平镜像站
Language:JavaScript0 0
yihong1120/EasyPost
UnittestRunner
Language:Python0 0
yihong1120/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
Language:Python0 0
yihong1120/IP_database
IP地址库 | GeoLite数据库每日更新，纯真ip库每日更新，ip2region每日更新，17monipdb每日更新，ipv6wry每日更新，IPDB每日更新，DB-IP每日更新
Language:Python0 0
yihong1120/MAP
Language:JavaScript0 0
yihong1120/map_db
Language:JavaScript0 1
yihong1120/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。
Language:Python0 0
yihong1120/nuclei_poc
Nuclei POC，每日更新
0 0
yihong1120/OldsquawWeb
Language:Vue0 0
yihong1120/script
VPS测试脚本
0 0
yihong1120/Security_Tools
Language:Shell0 0
yihong1120/Security_Tools-1
Language:Shell0 0
yihong1120/Theo-Docs
流媒体森林 - 全方位流媒体观影指南引领您进入五彩斑斓的视听世界，并涵盖了 Netflix 、Disney+ 、Spotify会员和 YouTube会员的精彩领域/日常记录/青龙面板/ESXI/OpenWrt/VPS指南/银河录像局/蜜糖商店-Metshop/奈飞小铺-爱合租/FlyingBird/Bridge The Wise/一元机场/阿里云盘/影视资源
Language:TypeScript0 0
yihong1120/top_1m_domains
前1M域名列表（alexa替代品）| 免费且可直接下载的前100万域名列表，是Alexa.com服务（已下线）的替代品。这些替代服务提供了在没有Alexa.com的情况下获取top 1m域名数据的解决方案。
0 0
yihong1120/tracker
tracker服务器列表 | BT下载所需tracker服务器，每日聚合tracker服务器列表，对公开tracker服务器进行爬取，并测试存活后写入列表中 | trackers_all.txt为全量tracker服务器列表，trackers_best.txt为测试存活服务器列表
0 0
yihong1120/wechat_sqlite
微信sqlite解密
Language:Python0 0
yihong1120/xpwd
A concise and powerful command-line password generator built with Rust
Language:Rust0 0