stephenllh Goto Github PK

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.

data-engineering-zoomcamp

Free Data Engineering course!

densenet-heroku

Deploying a DenseNet ImageNet classifier on Heroku

deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

eopi-notes

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

github-actions-practice

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

kaggle-global-wheat-detection

9th Place Solution of Kaggle Global Wheat Detection

m5-accuracy

Silver medal solution for the "M5 Forecasting - Accuracy" Kaggle competition

ml-pipeline-engineering

Best practices for engineering ML pipelines.

mmdetection

OpenMMLab Detection Toolbox and Benchmark

mnist-mlops

Use MNIST model to demonstrate basic MLOps

music_streaming_data_engineering

music_streaming_dbt

petfinder

steganalysis-alaska2

My solution for the ALASKA2 Image Steganalysis Kaggle competition

stylegan2-ada-latent-interpolation

Control the generation of images from StyleGAN2-ADA by manipulating the latent vectors.

wheat-efficientdet

Detection of wheat in images using EfficientDet