Santosh Bhavani's repositories
yolov5-sagemaker-inference
How to deploy a pre-trained YOLOv5 model on SageMaker
covid-xray-tsne-viz
COVID-19 Chest X-rays t-SNE Visualization
amazon-sagemaker-developer-guide
The open source version of the Amazon SageMaker docs
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
awesome-jax
JAX - A curated list of resources https://github.com/google/jax
chexpert-labeler
CheXpert NLP tool to extract observations from radiology reports.
deploy-ml-fastapi-redis-docker
Deploy and scale machine learning models with FastAPI, Redis and Docker
dicomweb-server
Lightweight DICOMweb Server with CouchDB
GridMonitor
SOON TO BE DEPRECATED - A user interface for monitoring a network router for PyGrid Platform
Image-Downloader
Download images from Google, Bing, Baidu. 谷歌、百度、必应图片下载.
JAX-Toolbox
JAX-Toolbox
keras-yolo3
A Keras implementation of YOLOv3 (Tensorflow backend)
objdet_train_tensorflow_colab
Google Colab (Jupyter) notebook to retrain Object Detection Tensorflow model with custom dataset.
py-wsi
Python package for dealing with whole slide images (.svs) for machine learning, particularly for fast prototyping. Includes patch sampling and storing using OpenSlide. Patches may be stored in LMDB, HDF5 files, or to disk. It is highly recommended to fork and download this repository so that personal customisations can be made for your work.
tokenizers
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
transfer-learning
Keras transfer learning example on Google CoLab
TransformerEngine
A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilization in both training and inference.