Stephen Lau's repositories
image-captioning-transformer
A Transformer model that caption images
steganalysis-alaska2
My solution for the ALASKA2 Image Steganalysis Kaggle competition
glide-background-edit
Use GLIDE, a diffusion-based image generation model to edit the background of a scene or people.
mnist-mlops
Use MNIST model to demonstrate basic MLOps
bengali-handwriting
Bronze medal solution for the "Bengali.AI Handwritten Grapheme Classification" Kaggle competition
densenet-heroku
Deploying a DenseNet ImageNet classifier on Heroku
m5-accuracy
Silver medal solution for the "M5 Forecasting - Accuracy" Kaggle competition
wheat-efficientdet
Detection of wheat in images using EfficientDet
color_transfer
Performs color transfer between two images. Loosely based on the "Color Transfer between Images" paper by Reinhard et al., 2001.
data-engineering-zoomcamp
Free Data Engineering course!
deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
eventsim
Event data simulator. Generates a stream of pseudo-random events from a set of users, designed to simulate web traffic.
expressive-resume
A beautiful resume/cover letter LaTeX template pair that are extraordinarily easy to use.
github-actions-demo
This is a repo for building out Github Actions and Tricks
kaggle-global-wheat-detection
9th Place Solution of Kaggle Global Wheat Detection
ml-pipeline-engineering
Best practices for engineering ML pipelines.
mmdetection
OpenMMLab Detection Toolbox and Benchmark
stylegan2-ada-latent-interpolation
Control the generation of images from StyleGAN2-ADA by manipulating the latent vectors.