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