qilong-ying Goto Github PK

ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2021

awesome-dataset-distillation

Awesome Dataset Distillation Papers

big_transfer

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

campus_network_om_wal

Campus network online monitoring and web version automatic login.

daily-paper-computer-vision

记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文

deep-learning-for-image-processing

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

hovertrans

Hover-Trans: Anatomy-aware HoVer-Transformer for ROI-free Breast Cancer Diagnosis in Ultrasound Images

lion-pytorch

🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

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.

mmdetection

OpenMMLab Detection Toolbox and Benchmark

pygreat

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-project-framework

A high cohesion, low coupling, and plug-and-play project framework for PyTorch.

qilong97.github.io

build a new html

rbn

The official repo of the CVPR2021 oral paper: Representative Batch Normalization with Feature Calibration

realtime-semantic-segmentation-pytorch

PyTorch implementation of over 30 realtime semantic segmentations models, e.g. BiSeNetv1, BiSeNetv2, CGNet, ContextNet, DABNet, DDRNet, EDANet, ENet, ERFNet, ESPNet, ESPNetv2, FastSCNN, ICNet, LEDNet, LinkNet, PP-LiteSeg, SegNet, ShelfNet, STDC, SwiftNet, and support knowledge distillation, distributed training etc.

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

slowfast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

ssl4mis

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

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.