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Dongdong Li's Projects

medical-transformer icon medical-transformer

Official Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" - MICCAI 2021

medicaldetectiontoolkit icon medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

medicalnet icon medicalnet

Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.

medicalzoopytorch icon medicalzoopytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

megatron-lm icon megatron-lm

Ongoing research training transformer language models at scale, including: BERT & GPT-2

mesh icon mesh

A memory allocator that automatically reduces the memory footprint of C/C++ applications.

mesh_segmentation icon mesh_segmentation

some materials about mesh segmentation, including papers, videos, codes, and so on. Updating every day!

mesh_to_sdf icon mesh_to_sdf

Calculate signed distance fields for arbitrary meshes

meshoptimizer icon meshoptimizer

Mesh optimization library that makes meshes smaller and faster to render

meshsegnet icon meshsegnet

PyTorch version of MeshSegNet for tooth segmentation of intraoral scans (point cloud/mesh). The code also includes visdom for training visualization.

minimalrl icon minimalrl

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

miscellaneous icon miscellaneous

miscellaneous stuff will put here, configurations, code templates, tools, etc.

ml-from-scratch icon ml-from-scratch

机器学习算法 基于西瓜书以及《统计学习方法》，当然包括DL。

mmcv icon mmcv

Open MMLab Computer Vision Foundation

mnn icon mnn

MNN is a lightweight deep neural network inference engine.

models icon models

A collection of pre-trained, state-of-the-art models in the ONNX format

moderngl-window icon moderngl-window

A cross platform utility library for ModernGL making window creation and resource loading simple

mtcnn icon mtcnn

face detection and alignment with mtcnn

mve icon mve

Multi-View Environment

mvsnet icon mvsnet

MVSNet (ECCV2018) & R-MVSNet (CVPR2019)

netron icon netron

Visualizer for deep learning and machine learning models

nn-svg icon nn-svg

Publication-ready NN-architecture schematics.

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