Python Demos

Collection of Python sample code mostly in the area of AI and Deep Learning.

Prepare Environment

conda create --name demo python=3.12 -y
conda activate demo
conda install pytorch torchvision torchaudio pytorch-cuda=11.8 -c pytorch -c nvidia -y
python -m pip install -U pip
pip install -r requirements.txt

Project Descriptions

chatbot

Web scraping and chatgpt are used for document understanding.

models

Various model architectures are applied to MNIST, CIFAR10 and CIFAR100.

tracking

YOLO is used with the Hungarian algorithm to track objects.

yolo

YOLO fine tuning and SuperVision annotation.

speech_recognition

Udacity speech recognition project.

word2vec

Demonstration of word vectors.

fraud

Example of regression model to detect credit card fraud.