Cheng Kang

Personal Blog

Flag Embedding Neural Networks into Devices

Embedding CNNs

The aim of this project is to design a neural network model to recognize human activities and then use Tensorflow Lite which is a kind of deep learning framework focused on embedded devices to depl......

Posted by Cheng Kang on 2023-01-31

Engineering

Flag Deep Learning Basic Knowledge

Deep Learning, AI

You can find the codes from this: Backpropagation and Overfitting Using Pytorch and CNN Fine-tuning a pretrained CNN CNN Visualization: Deep Features, Attention Maps Adversarial Patterns and At......

Posted by Cheng Kang on 2021-11-05

Computer Science

Fine-Tune Language Models: Instruction Tuning

Nature Language Processing

Fine-Tune Language Models: Instruction Tuning You can find the codes from this: This article will take you to ucover the facial mask of Instruction Tuning, a new paradigm proposed by the Quoc ......

Posted by Cheng Kang on 2022-09-10

Computer Science

Medical Conversation and Diagnosis Chatbot: Conversation (A)

Medical Chatbot

This blog aims to show you how to get your own medical chatbot. There are two parts: A. Medical Conversation with Patients B. Symptomes Extraction and Diseases Diagnozing You can find the cod......

Posted by Cheng Kang on 2022-03-14

Computer Science

Medical Conversation and Diagnosis Chatbot: Diagnosis (B)

Medical Chatbot

This blog aims to show you how to get your own medical chatbot. There are two parts: A. Medical Conversation with Patients B. Symptomes Extraction and Diseases Diagnozing You can find the cod......

Posted by Cheng Kang on 2022-03-29

Computer Science

Making an Interactive Running Game with Head or Body Movement Using TensorFlow.js

Game Applications of TensorFlow.js

Running Rabbit by Your Body or Head Movement You can find the codes from this: As the user moving their heads (or other gestures according to the models which users trained from the initial ......

Posted by Cheng Kang on 2022-03-08

Applications

HRV for Sleep Scoring and Pressure Evaluating

HRV Sleep and Stress

You can find the codes from this . (This project has been transformed to industrial application. Therefore, we only can provide you the help of educational aspects, not commercial.) Using LSTM fo......

Posted by Cheng Kang on 2018-12-20

Engineering

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