pretrained-model 开源项目推荐（39 个）

microsoft /GODEL

用于目标导向对话的大规模预训练模型

Audio-WestlakeU /FullSubNet

PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."

clovaai /rexnet

Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models

mx-mark /VideoTransformer-pytorch

PyTorch 实现了一系列可扩展的视频变换器基准测试。

tamerthamoqa /facenet-pytorch-glint360k

A PyTorch implementation of the 'FaceNet' paper for training a facial recognition model with Triplet Loss using the glint360k dataset. A pre-trained model using Triplet Loss is available for download.

NVIDIA-AI-IOT /trt_pose_hand

Real-time hand pose estimation and gesture classification using TensorRT

seawee1 /Did-Somebody-Say-Corgi

Image Synthesis + Corgis = <3

yaox12 /BYOL-PyTorch

PyTorch implementation of "Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning" with DDP and Apex AMP

sileod /Discovery

Mining Discourse Markers for Unsupervised Sentence Representation Learning

ReverendBayes /YOLO11m-Car-Damage-Detector

Custom YOLO11m model for detecting and classifying car body damage (99% shattered glass, 96% flat tire detection accuracy)—optimized for high-capacity inference and assistive use in inspection and service workflows like BMW pre-loaner inspections.

lemuria-wchen /DialogVED

Code and released pre-trained model for our ACL 2022 paper: "DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation"

magcil /deepaudio-x

A python library to train Deep Neural Networks on various audio tasks using Self-Supervised backbones.

zzhUSTC2016 /RAREMed

Source code of our SIGIR'24 paper titled "Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients".

bayartsogt-ya /albert-mongolian

ALBERT trained on Mongolian text corpus

prathyyyyy /Forest-Fire-Detection

Forest Fire Detection By Convolutional Neural Network

jayanth-mkv /emotion2vec-speech-emotion-detection-api

This API utilizes a pre-trained model for emotion recognition from audio files. It accepts audio files as input, processes them using the pre-trained model, and returns the predicted emotion along with the confidence score. The API leverages the FastAPI framework for easy development and deployment.

XufengXufengXufeng /Electra_with_tensorflow

This is an implementation of electra according to the paper {ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators}

syt2 /SKNet

Implemenation of Selective Kernel Networks by pytorch with pretrained weight

beita6969 /SkillFlow

Flow-driven recursive skill evolution for agentic LLM orchestration.

adosar /intellipore-paper

Repository for the paper "IntelliPore: A Foundation Model for Gas Adsorption in Porous Materials".