Yang Long's starred repositories

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

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LLaMA-Factory

Unify Efficient Fine-Tuning of 100+ LLMs

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GeoView

GeoView是一款开源、轻量、功能丰富的交互式遥感影像智能解译工具,致力于实现遥感领域深度学习模型在Web平台的快速部署。

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text2vec

text2vec, text to vector. 文本向量表征工具,把文本转化为向量矩阵,实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型,开箱即用。

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awesome-remote-sensing-change-detection

List of datasets, codes, and contests related to remote sensing change detection

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gensim

Topic Modelling for Humans

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AllDataPackages

中文、分词、词表、核心词典、事件词表、停用词、敏感词、问答、问答数据、知识图谱、文本语料。

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gemgis

Spatial data processing for geomodeling

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qgisprocess

R package to use QGIS processing algorithms

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stetl

Stetl, Streaming ETL, is a lightweight geospatial processing and ETL framework written in Python.

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DragGAN

Implementation of DragGAN: Interactive Point-based Manipulation on the Generative Image Manifold

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alldata

AllData数据中台开源项目,以数据平台为底座,以数据中台为桥梁,以机器学习平台为中层框架,以大模型应用为上游产品,提供全链路数字化解决方案。加入技术社区:https://docs.qq.com/doc/DVHlkSEtvVXVCdEFo

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networkx

Network Analysis in Python

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sqllineage

SQL Lineage Analysis Tool powered by Python

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react-translated

A dead simple way to add complex translations (i18n) in a React (DOM/Native) project 🌎🌍🌏

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Segment-and-Track-Anything

An open-source project dedicated to tracking and segmenting any objects in videos, either automatically or interactively. The primary algorithms utilized include the Segment Anything Model (SAM) for key-frame segmentation and Associating Objects with Transformers (AOT) for efficient tracking and propagation purposes.

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ColossalAI

Making large AI models cheaper, faster and more accessible

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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.

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Caffe_Code_Analysis

Caffe_Code_Analysis

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MIRNetv2

[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement

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Restormer

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

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MPRNet

[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.

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MemoryNet

Code for paper: Memory Augment is All Your Need for image restoration(cloud,rain,shadow removal, low-light image enhancement, image deblur)即插即用提点的记忆模块

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transformers

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

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Grad-CAM.pytorch

pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;同时也实现了目标检测faster r-cnn和retinanet两个网络的CAM图;欢迎试用、关注并反馈问题...

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pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

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CAM

Class Activation Map with Pytorch

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torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

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mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

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mmcv

OpenMMLab Computer Vision Foundation

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