legogo's repositories
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
BELLE
BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）
ChatTTS
ChatTTS is a generative speech model for daily dialogue.
deep-high-resolution-net.pytorch
The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"
deep-learning-examples
深度学习相关的实例
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
deeplearning-models
A collection of various deep learning architectures, models, and tips
DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
detectron2
Detectron2 is FAIR's next-generation research platform for object detection and segmentation.
GPT2-Chinese
Chinese version of GPT2 training code, using BERT tokenizer.
Hefei_ECG_TOP1
“合肥高新杯”心电人机智能大赛 —— 心电异常事件预测 TOP1 Solution
Intelligent-Traffic-Based-On-CV
本项目是基于计算机视觉的端到端交通路口智能监控系统．采用的设计架构由SRS流媒体服务器、GPU服务器、Local客户端三部分组成．可将远端视频流通过rtmp协议传输到流媒体服务器，然后经过目标检测等一些列算法对视频进行分析，最后在本地客户端查看分析结果．项目主要用Python实现，流媒体服务器采用开源的SRS实时视频服务器搭建，GPU服务器使用YOLO模型实现道路目标如人、车、交通灯等物体的识别，同时还支持并发连接．客户端基于PyQt5进行开发．
KBQA-for-Diagnosis
Knowledge Graph,Question Answering System，基于知识图谱和向量检索的医疗诊断问答系统
mmdetection
Open MMLab Detection Toolbox and Benchmark
person_search_demo
利用YOLOv3结合行人重识别模型，实现行人的检测识别，查找特定行人
QASystemOnMedicalKG
A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。
SmartKG
This project accepts excel files as input which contains the description of a Knowledge Graph (Vertexes and Edges) and convert it into an in-memory Graph Store. This project implements APIs to search/filter/get nodes and relations from the in-memory Knowledge Graph. This project also provides a dialog management framework and enable a chatbot based on its knowledge graph.
transformers_tasks
⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF etc.
u2net_torch
MICCAI2019:3D U$^2$-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation
Unet-Segmentation-Pytorch-Nest-of-Unets
Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet
VideoSuperResolution
A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.
vision
Datasets, Transforms and Models specific to Computer Vision
wenda
闻达：一个LLM调用平台。为小模型外挂知识库查找和设计自动执行动作，实现不亚于于大模型的生成能力