deep-learning-models 开源项目推荐（70 个）

openvinotoolkit /open_model_zoo

Pre-trained Deep Learning models and demos (high quality and extremely fast)

neuralmagic /sparseml

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

gmalivenko /pytorch2keras

PyTorch to Keras model convertor

neuralmagic /sparsezoo

Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes

MorenoLaQuatra /ARCH

ARCH: Audio Representations benCHmark

Wang-ML-Lab /GRDA

[ICLR 2022] Graph-Relational Domain Adaptation

SuperBruceJia /pytorch-flask-deploy-webapp

This is a Flask + Docker deployment of the PyTorch-based Named Entity Recognition (NER) Model (BiLSTM-CRF) in the Medical AI.

GitWR /SymNet

This is a matlab implementation of our article, named "SymNet: A Simple Symmetric Positive Definite Manifold Deep Learning Method for Image Set Classification", recently accepted by IEEE Transactions on Neural Networks and Learning Systems (TNNLS).

NC0DER /KeyphraseExtraction

Keyphrase Extraction Review

gentaiscool /miners

MINERS ⛏️: The semantic retrieval benchmark for evaluating multilingual language models. (EMNLP 2024 Findings)

mike-gimelfarb /cascade-correlation-neural-networks

A general framework for cascade correlation architectures in Python with wrappers to keras, tensorflow and sklearn

shsarv /Deep-Learning-Projects

In this repository, I will keep my all Deep Learning project implementations.

yas-sim /openvino-ir-utility

Utility tool for Intel(r) OpenVINO(tm) IR models. The tool can display detailed model information, layer information and can check compatibility. The tool also can extract weight data and feature map from the IR model.

kanch91 /project-energy

Time-series analysis of the electricity load consumption in the Mumbai Metropolitan Region.

suvajit-patra /sl-hwgat-demo

Sign Language Recognition system with HWGAT model

AFLucas-UOM /Accurate-Name-Extraction

2026 IEEE Conference on Artificial Intelligence (CAI26) · A modular Computer Vision and NLP pipeline for automated extraction of personal names from broadcast news videos, combining YOLOv12-based news graphic detection, OCR text recognition, and NER models to generate structured name timelines.

arasgungore /awesome-deep-learning-papers

The most cited deep learning papers.

jacek-michalak /r2c2_blenderbot_3B_chats

The best chats with artificial intelligence

arasgungore /awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

MorenoLaQuatra /SumTO_financial_summarization

The repository include the evaluation code for the SumTO summarization system proposed for the FNS 2020 Shared Task