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Shian Wei Pang's Projects

ai-for-ai icon ai-for-ai

Hackathon - DELL HACK2HIRE 2021 - MSG Automl - A Streamlit based Automl system to help beginner and data specialist to find the best model to make prediction in classification, regression and clustering by the help of Pycaret Library.

ainari icon ainari

Hackathon - UMHACKATHON 2021 - AINARI - A centralized system to monitor paddy field by using image classification method and data from IOT to predict possible upcoming disease with the help of Microsoft Azure.

chest-x-ray-covid-19 icon chest-x-ray-covid-19

Covid-19 Detection using is MobileNetV2, ResNet50, DenseNet169 and Xception which supported by sklearn library to train and testing on the dataset which consists of 3 classes, which are COVID-19, Normal and Lung Opacity.

django-ecommerce icon django-ecommerce

A simple Django Ecommerce website | Features included: User Cart (Using sqlite database), Guest Cart (Using session cookies), Checkout, Add and remove item, Payment Integration (Paypal), Shipping Info

djangorestframework_v2 icon djangorestframework_v2

Django REST Framework Full Course from Documentation - A REST API is a type of application programming interface (API) that adheres to the REST architectural style's limitations and allows interaction with RESTful web services.

last-man-standing icon last-man-standing

2021/2022 sem 1 - AI Game Group Assignment Project - Last Man Standing - A Unity horror game that utilized Navmesh, Waypoints, State Machine and ML-Agents.

nlp-chatbot icon nlp-chatbot

A simple conversational Chatbot using Pytorch, NLTK.

polls-app icon polls-app

A simple Django website with database functionality

washing-machine-fuzzy-logic-controller icon washing-machine-fuzzy-logic-controller

2021/2022 sem 1 - Fuzzy Logic Group Assignment - Washing Machine Fuzzy Logic Controller - A fuzzy logic controller system of controlling the washing machine with 5 inputs and 5 outputs by using SKFuzzy.

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