MicroPhion's repositories
basic_unet_example
An example project of how to use a U-Net for segmentation on medical images with PyTorch.
cvat
Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.
FlagEmbedding
Dense Retrieval and Retrieval-augmented LLMs
LDPolypVideo-Benchmark
A public endoscopic video dataset for polyp detection
mmdetection
OpenMMLab Detection Toolbox and Benchmark
MONAI
AI Toolkit for Healthcare Imaging
mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
pytorch-handbook
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
mxnet_d2lzh
source code for d2l book
numpy-100
100 numpy exercises (with solutions)
onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
picai_labels
Annotations for the PI-CAI Challenge: Public Training and Development Dataset
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch-doc-zh
Pytorch 中文文档
pytorch-nested-unet
PyTorch implementation of UNet++ (Nested U-Net).
PyTorch-Tutorial
Build your neural network easy and fast, 莫烦Python中文教学
Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
pytorchviz
A small package to create visualizations of PyTorch execution graphs
retina-unet
Retina blood vessel segmentation with a convolutional neural network
TensorRT
NVIDIA® TensorRT™, an SDK for high-performance deep learning inference, includes a deep learning inference optimizer and runtime that delivers low latency and high throughput for inference applications.
TorchSnooper
Debug PyTorch code using PySnooper
TotalSegmentator
Tool for robust segmentation of >100 important anatomical structures in CT images
trl
Train transformer language models with reinforcement learning.
tutorials
MONAI Tutorials
UNetPlusPlus
[IEEE TMI] Official Implementation for UNet++