gunnerwang

2019_algorithm_intern_information

2020年的算法实习岗位/校招公司信息表，部分包括内推码，和常见深度学习算法岗面试题及答案，暑期计算机视觉实习面经和总结

3DUnetCNN

Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

action-detection

temporal action detection with SSN

action-sets

Code for the paper Action Sets: Weakly Supervised Action Segmentation without Ordering Constraints

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.

gunnerwang

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

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.

Slow-Fast-Quality-Prediction

UMJI-Career-and-Learning-Advising-Center

To spread the best of our knowledge to benefit JIERs

gunnerwang/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

gunnerwang/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.

gunnerwang/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.

gunnerwang/Slow-Fast-Quality-Prediction

gunnerwang/avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

gunnerwang/Awesome-Incremental-Learning

Awesome Incremental Learning

gunnerwang/bayesian_changepoint_detection

Methods to get the probability of a changepoint in a time series.

gunnerwang/BraTs

PyTorch & Keras implementation for BraTs (Brain Tumor Segmentation)

gunnerwang/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".

gunnerwang/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.

gunnerwang/DeepStream-Yolo

NVIDIA DeepStream SDK 6.0 configuration for YOLO models

gunnerwang/fire-smoke-detect-yolov4

fire-smoke-detect-yolov4-yolov5 and fire-smoke-detection-dataset 火灾检测，烟雾检测

gunnerwang/hypnettorch

Package for working with hypernetworks in PyTorch.

gunnerwang/incremental_learning.pytorch

A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).

gunnerwang/invesalius3

3D medical imaging reconstruction software

gunnerwang/LLFF

Code release for Local Light Field Fusion at SIGGRAPH 2019

gunnerwang/MediaCrawler

gunnerwang/MedMNIST

pip install medmnist: 18 MNIST-like Datasets for 2D and 3D Biomedical Image Classification

gunnerwang/nerf

Code release for NeRF (Neural Radiance Fields)

gunnerwang/nerfmm

(Arxiv 2021) NeRF--: Neural Radiance Fields Without Known Camera Parameters

gunnerwang/netron

Visualizer for neural network, deep learning, and machine learning models

gunnerwang/pytorch-forecasting

Time series forecasting with PyTorch

gunnerwang/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

gunnerwang/pytorch-qrnn

PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM

gunnerwang/pytorch-YOLOv4

PyTorch ,ONNX and TensorRT implementation of YOLOv4

gunnerwang/segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

gunnerwang/serve

Serve PyTorch models in production

gunnerwang/SSL4MIS

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

gunnerwang/torch2trt

An easy to use PyTorch to TensorRT converter

gunnerwang/YOLOX_deepsort_tracker

using yolox+deepsort for object-tracking