vankhoa21991's repositories
component-library
The goal of CLAIMED is to enable low-code/no-code rapid prototyping style programming to seamlessly CI/CD into production.
DiffusionDet
PyTorch implementation of DiffusionDet (https://arxiv.org/abs/2211.09788)
Learn-TensorFlow
Learning Tensorflow Step by Step:: Concepts, Examples & Applications
Lung-Nodule-Segmentation-Framework
included model train、test、validation、evaluation etc
MLOps-Specialization-Notes
Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng
nnDetection
nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without manual intervention. It includes guides for 12 data sets that were used to develop and evaluate the performance of the proposed method.
openslide-python
Python bindings to OpenSlide
pylidc
An object relational mapping for the LIDC dataset using sqlalchemy.
python-packaging
Tutorial on how to structure Python packages
TrackEval
HOTA (and other) evaluation metrics for Multi-Object Tracking (MOT).
transoar
A 3D medical Detection Transformer library. Papers accepted @ MIDL & MELBA.
UGS-Net
MICCAI 2022 Uncertainty-Guided Lung Nodule Segmentation with Feature-Aware Attention