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137 search results found

Transformers ⭐ 124,049

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

Spleeter ⭐ 24,258

Deezer source separation library including pretrained models.

Petals ⭐ 8,040

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

Lmflow ⭐ 7,589

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

Open_clip ⭐ 7,355

An open source implementation of CLIP.

Nlp Recipes ⭐ 6,321

Natural Language Processing Best Practices & Examples

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

Super Gradients ⭐ 4,125

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

Openprompt ⭐ 4,006

An Open-Source Framework for Prompt-Learning.

Mmpretrain ⭐ 3,114

OpenMMLab Pre-training Toolbox and Benchmark

Chinese Clip ⭐ 2,816

Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

Efficientnet ⭐ 2,048

Implementation of EfficientNet model. Keras and TensorFlow Keras.

Asteroid ⭐ 2,018

The PyTorch-based audio source separation toolkit for researchers

Easynlp ⭐ 1,871

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

Huggingface_hub ⭐ 1,462

The official Python client for the Huggingface Hub.

Spark ⭐ 1,355

[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

Zoedepth ⭐ 1,336

Metric depth estimation from a single image

Cv Pretrained Model ⭐ 991

A collection of computer vision pre-trained models.

Textbox ⭐ 966

TextBox 2.0 is a text generation library with pre-trained language models

An Open-sourced Knowledgable Large Language Model Framework.

Breast_cancer_classifier ⭐ 804

Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

Self Driving Car In Video Games ⭐ 729

A deep neural network that learns to drive in video games

An implementation of 'Deep Bilateral Learning for Real-Time Image Enhancement', SIGGRAPH 2017

Srgan Tensorflow ⭐ 694

Tensorflow implementation of the SRGAN algorithm for single image super-resolution

Diffwave ⭐ 628

DiffWave is a fast, high-quality neural vocoder and waveform synthesizer.

EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation

Pytorch Cnn Finetune ⭐ 580

Fine-tune pretrained Convolutional Neural Networks with PyTorch

Fastervit ⭐ 539

[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

Pytorch_cifar10 ⭐ 520

Pretrained TorchVision models on CIFAR10 dataset (with weights)

Uni Mol ⭐ 495

Official Repository for the Uni-Mol Series Methods

Wtpsplit ⭐ 494

Code for Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation

Bertwithpretrained ⭐ 428

An implementation of the BERT model and its related downstream tasks based on the PyTorch framework

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

Command line tool for improving typing skills (programmers friendly)

[CVPR 2020 Oral] PyTorch implementation of "Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition"

[ICML 2023] Official PyTorch implementation of Global Context Vision Transformers

CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).

Clarifai Python ⭐ 384

Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!

Matlab Deep Learning Model Hub ⭐ 361

Discover pretrained models for deep learning in MATLAB

Glasses ⭐ 311

High-quality Neural Networks for Computer Vision 😎

A List of Big Models

Easyrobust ⭐ 293

EasyRobust: an Easy-to-use library for state-of-the-art Robust Computer Vision Research with PyTorch.

Pytorch Human Pose Estimation ⭐ 268

Implementation of various human pose estimation models in pytorch on multiple datasets (MPII & COCO) along with pretrained models

Node Efficientnet ⭐ 245

tensorflowJS implementation of EfficientNet 🚀

Wavegrad ⭐ 239

A fast, high-quality neural vocoder.

Searching prompt modules for parameter-efficient transfer learning.

Flaxmodels ⭐ 201

Pretrained deep learning models for Jax/Flax: StyleGAN2, GPT2, VGG, ResNet, etc.

Frustum Convnet ⭐ 196

The PyTorch Implementation of F-ConvNet for 3D Object Detection

Mayavoz ⭐ 193

Pytorch based speech enhancement toolkit.

Pytorch Cifar Models ⭐ 174

Pretrained models on CIFAR10/100 in PyTorch

Hugsvision ⭐ 170

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

Yolov3 Object Detection With Opencv ⭐ 153

This project implements a real-time image and video object detection classifier using pretrained yolov3 models.

Pixelobjectness ⭐ 150

Generic Foreground Segmentation in Images

Transformer Models ⭐ 150

Deep Learning Transformer models in MATLAB

Gan Vae Pretrained Pytorch ⭐ 148

Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

Lamda Pilot ⭐ 134

🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox

Tevr Asr Tool ⭐ 132

State-of-the-art (ranked #1 Aug 2022) German Speech Recognition in 284 lines of C++. This is a 100% private 100% offline 100% free CLI tool.

Pretrained ⭐ 129

Pretrained is the most complete and frequently updated list of pretrained top-performing models. Tensorflow, Theano and others. Want to add your model? File an issue, and we will add it.

A TensorFlow implementation of the Mnemonic Descent Method.

中文语音识别系列，读者可以借助它快速训练属于自己的中文语音识别模型，或直接使用预训练模型测试效果。

Reference implementations of popular Binarized Neural Networks

Mxnet Finetuner ⭐ 99

An all-in-one Deep Learning toolkit for image classification to fine-tuning pretrained models using MXNet.

Imagenet ⭐ 97

Pytorch Imagenet Models Example + Transfer Learning (and fine-tuning)

Videotransformer Pytorch ⭐ 90

PyTorch implementation of a collections of scalable Video Transformer Benchmarks.

People Counter Python ⭐ 88

Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.

OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models

Proteinlm ⭐ 73

Protein Language Model

People Counter Cpp ⭐ 70

Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.

Smart Retail Analytics ⭐ 68

Use computer vision inference in the Intel® Distribution of OpenVINO™ toolkit to provide analytics on customer engagement, store traffic, and shelf inventory.

Discovery ⭐ 59

Mining Discourse Markers for Unsupervised Sentence Representation Learning

Cppe Dataset ⭐ 58

Code for our paper CPPE - 5 (Medical Personal Protective Equipment), a new challenging object detection dataset

Official implementation for our CVPR19 paper, AOGNets: Compositional Grammatical Architectures for Deep Learning

Livermask ⭐ 54

💥 Command line tool for automatic liver parenchyma and liver vessel segmentation in CT using a pretrained deep learning model

Gap Text2sql ⭐ 51

GAP-text2SQL: Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training

Concurrent Video Analytic Pipeline Optimization Sample L ⭐ 46

Create a concurrent video analysis pipeline featuring multistream face and human pose detection, vehicle attribute detection, and the ability to encode multiple videos to local storage in a single stream.

Cybertron ⭐ 44

mindspore implementation of transformers

Machine_learning_course ⭐ 44

Artificial intelligence/machine learning course at UCF in Spring 2020 (Fall 2019 and Spring 2019)

Mammography_metarepository ⭐ 43

Meta-repository of screening mammography classifiers

Image Classification In Matlab Using Tensorflow ⭐ 42

This example shows how to call a TensorFlow model from MATLAB using co-execution with Python.

Pretrained Yolo V4 ⭐ 36

Object detection and transfer learning using pretrained YOLO v4 models in MATLAB.

Marble Benchmark ⭐ 34

Music Audio Representation Benchmark for Universal Evaluation

Transformers Embedder ⭐ 34

A Word Level Transformer layer based on PyTorch and 🤗 Transformers.

G Universal Clip ⭐ 33

4th place solution for the Google Universal Image Embedding Kaggle Challenge. Instance-Level Recognition workshop at ECCV 2022

Safety Gear Detector Python ⭐ 32

Observe workers as they pass in front of a camera to determine if they have adequate safety protection.

Strainnet ⭐ 31

Subpixel displacement and strain fields estimation with deep learning

Lightfieldreconstruction ⭐ 28

High-Dimensional Dense Residual Convolutional Neural Network for Light Field Reconstruction

Motor Defect Detector Python ⭐ 27

Predict performance issues with manufacturing equipment motors. Perform local or cloud analytics of the issues found, and then display the data on a user interface to determine when failures might arise.

Object Size Detector Python ⭐ 26

Monitor mechanical bolts as they move down a conveyor belt. When a bolt of an irregular size is detected, this solution emits an alert.

Prompt Tuning ⭐ 26

A pipeline for Prompt-tuning

Pose Estimation 3d With Stereo Camera ⭐ 26

This demo uses a deep neural network and two generic cameras to perform 3D pose estimation.

Store Traffic Monitor Python ⭐ 24

Monitor three different streams of video that count people inside and outside of a facility. This application also counts product inventory.

Ldlforests ⭐ 24

Label Distribution Learning Forest

Pretrained Yolox Network For Object Detection ⭐ 23

YOLOX inference in MATLAB for Object Detection with yolox_s, yolox_m & yolox_l networks

Parking Lot Counter Cpp ⭐ 21

Receive or post information on available parking spaces by tracking how many vehicles enter and exit a parking lot.

Shopper Gaze Monitor Python ⭐ 20

Build a solution to analyze customer expressions and reactions to product advertising collateral that is positioned on retail shelves.

Industrial Anomaly Detection ⭐ 20

Run multiple independent anomaly detection (object flaws and motor defects) workloads on a single system via multiple virtual machines using a Kernel-based Virtual Machine (KVM) host.

Restricted Zone Notifier Python ⭐ 19

Secure work areas and send alerts if someone enters the restricted space.

Object Flaw Detector Cpp ⭐ 18

Detect various irregularities of a product as it moves along a conveyor belt.

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