Chee Yeo's repositories
content_based_image_retrieval_portfolio_example
An example of building a CBIR (Content Based Image Retrieval) system using Tensorflow2
tfod_rcnn_example
Example of training Faster-RCNN model with TFOD API
transfer_learning_portfolio_example
Building a image classifier on the flowers 17 dataset using VGG 16 pretrained with fine tuning
aws_lambda_web_application
Example of running python Flask web app in AWS Lambda with terraform IAC
grpc_aws_alb_example
Running gRPC service on AWS Fargate + ALB
mxnet_serverless_inference
An example of building and running an MXNet container as a Lambda function for inference.
python_flask_grpc_example
Simple GRPC, FLASK, DOCKER example
transfer_learning_portfolio_example_2
Applying transfer learning through feature extraction with VGG16 to train a classifier to perform image autocorrection
aws_lambda_docker
Example project of using Docker to build Lambda function and linking it to a single page app
Flask_App_Demo
Example of building a Flask app with SQLAlchemy using Postgresql
graphql_Flask_api_demo
An exercise in building a simple GraphQL API with Flask using python
IMAGE_SEARCH_WEAVIATE
Example of image similarity search using CLIP and Weaviate VectorDB
SamMed2D_Custom
My implementation of SAM Med2D model based on its paper
aws_cdn_oac_example
Example of setting up a Cloudfront Distribution with Origin access control to access private S3 bucket.
AWS_S3_PIPES
Example of building a go lang CLI client to interact with AWS S3 pipe mode
bash_script_tutorials
Learning bash scripting
cheeyeo.github.io
Cheeyeo website
ginexample
Simple Go lang web app using Gin and Mongodb
ML_SKLEARN_TORCH
Notebooks based on learning from book `Machine Learning with sklearn and pytorch`
pragaipractice
Practice repo for deploying to AWS Codebuild
PSPNET_tutorial
Example of building a PSPNet using pytorch for semantic segmentation
python_flask_gae_example
Simpe example of running a FLASK app on Google App engine
python_oop
Exercises in OOP with Python
self_attention_gan
Example implementation of a self attention GAN
tensorflow_serving_example
Example FLASK API app which interfaces with the tensorflow serving API
UNET_tutorial
Example of building a UNET in torch for semantic segmentation