TianyuX's repositories
Novel-Surgical-Skill-Assessment
Code and annotation for the paper "Towards Accurate and Interpretable Surgical Skill Assessment: A Video-Based Method Incorporating Recognized Surgical Gestures and Skill Levels" published at MICCAI 2020
CDFS-HAR-HRCA
This is the official repository of paper "Data-efficient multimodal human action recognition for proactive human–robot collaborative assembly: A cross-domain few-shot learning approach" published on Robotics and Computer-Integrated Manufacturing.
Self-Adaptive-Modeling-Manufacturing-Process
This repository contains the code for the paper entitled "Deep Learning Based Self-Adaptive Modeling of Multimode Continuous Manufacturing Processes and Its Application to Rotary Drying Process" published on Journal of Intelligent Manufacturing.
avalanche
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
Awesome-Incremental-Learning
Awesome Incremental Learning
bayesian_changepoint_detection
Methods to get the probability of a changepoint in a time series.
BraTs
PyTorch & Keras implementation for BraTs (Brain Tumor Segmentation)
cl_in_rnns
Continual Learning in Recurrent Neural Networks
Continual-Knowledge-Transfer-in-Manufacturing
This repository contains the code for the paper entitled "Towards Continual Knowledge Transfer in Modeling Manufacturing Processes under Non-Stationary Data Streams".
deepslide
Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.
DeepStream-Yolo
NVIDIA DeepStream SDK 6.0 configuration for YOLO models
fire-smoke-detect-yolov4
fire-smoke-detect-yolov4-yolov5 and fire-smoke-detection-dataset 火灾检测，烟雾检测
hypnettorch
Package for working with hypernetworks in PyTorch.
incremental_learning.pytorch
A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).
invesalius3
3D medical imaging reconstruction software
LLFF
Code release for Local Light Field Fusion at SIGGRAPH 2019
MedMNIST
pip install medmnist: 18 MNIST-like Datasets for 2D and 3D Biomedical Image Classification
nerf
Code release for NeRF (Neural Radiance Fields)
nerfmm
(Arxiv 2021) NeRF--: Neural Radiance Fields Without Known Camera Parameters
netron
Visualizer for neural network, deep learning, and machine learning models
pytorch-forecasting
Time series forecasting with PyTorch
pytorch-grad-cam
Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM
pytorch-qrnn
PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM
pytorch-YOLOv4
PyTorch ,ONNX and TensorRT implementation of YOLOv4
segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
serve
Serve PyTorch models in production
SSL4MIS
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
torch2trt
An easy to use PyTorch to TensorRT converter
YOLOX_deepsort_tracker
using yolox+deepsort for object-tracking