liaini Goto Github PK

avalanche

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

centernet

Object detection, 3D detection, and pose estimation using center point detection:

centernet-pytorch

这是一个centernet-pytorch的源码，可以用于训练自己的模型。

compressai

A PyTorch library and evaluation platform for end-to-end compression research

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

deepjscc-feedback

Joint Source Channel Coding of Images With Feedback

deeplearningenabledsemanticcommunicationsystems

deepsc

Pytorch implementation of the DeepSC

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

erd

Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation

hands-on-ml-zh

:book: [译] Sklearn 与 TensorFlow 机器学习实用指南

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

incremental_detectors

Code release for paper "Incremental Learning of Object Detectors without Catastrophic Forgetting"

iod

(TPAMI 2021) iOD: Incremental Object Detection via Meta-Learning

learning-without-forgetting-using-pytorch

This is the Pytorch implementation of LwF

lite-deepsc

lsci-system

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

models

Models and examples built with TensorFlow

multi-task-learning-example

A multi-task learning example for the paper https://arxiv.org/abs/1705.07115

multi-task-learning-example-pytorch

multitask-learning

MSc group project: Reproduction of 'Multi-Task Learning using Uncertainty to Weigh Losses for Scene Geometry and Semantics'; A. Kendall, Y. Gal, R. Cipolla

ntscc_jsac22

oceanbase

practicalai

📚 A practical approach to learning and using machine learning.

pycil

PyCIL: A Python Toolbox for Class-Incremental Learning

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

retina-unet

Retina blood vessel segmentation with a convolutional neural network