Qilong Ying's repositories
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
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.