124 Open source projects that are alternatives of or similar to Asteroid

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

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

72.8% MobileNetV2 1.0 model on ImageNet and a spectrum of pre-trained MobileNetV2 models

SQuAD Question Answering Using BERT, PyTorch

Easily train or fine-tune SOTA computer vision models with one open source training library

高质量中文预训练模型集合：最先进大模型、最快小模型、相似度专门模型

A collection of pre-trained RL agents using Stable Baselines3

Natural Language Processing Best Practices & Examples

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech ta…

End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service

InceptionV3, InceptionV4, Inception-Resnet pretrained models for Torch7 and PyTorch

High-resolution breast cancer screening with multi-view deep convolutional neural networks

Real-time pose estimation accelerated with NVIDIA TensorRT

PyTorch-style and human-readable RegNet with a spectrum of pre-trained models

Fine-tune pretrained Convolutional Neural Networks with PyTorch

PyTorch implementation of "Pyramid Scene Parsing Network".

Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet

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

Keras implementation of BERT with pre-trained weights

PiGallery: AI-powered Self-hosted Secure Multi-user Image Gallery and Detailed Image analysis using Machine Learning, EXIF Parsing and Geo Tagging

ImageNet pre-trained models with batch normalization for the Caffe framework

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.

Data repository for pretrained NLP models and NLP corpora.

An open source implementation of CLIP.

Segmentation models with pretrained backbones. PyTorch.

74.3% MobileNetV3-Large and 67.2% MobileNetV3-Small model on ImageNet

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.

A deep neural network that learns to drive in video games

An unofficial Gluon FR Toolkit for face recognition. https://gluon-face.readthedocs.io

A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)

Text-to-Image generation. The repo for NeurIPS 2021 paper "CogView: Mastering Text-to-Image Generation via Transformers".

Silero Models: pre-trained STT models and benchmarks made embarrassingly simple

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

Pytorch-Named-Entity-Recognition-with-BERT

Neural syntax annotator, supporting sequence labeling, lemmatization, and dependency parsing.

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

Finetuning any DNN for better embedding on neural search tasks

This repo contains implementation of different architectures for emotion recognition in conversations.

Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System (ACL 2022)

BERT for Multitask Learning

No description or website provided.

Supplementary information and code for the paper: An efficient deep learning model for musical onset detection

Deep Learning Transformer models in MATLAB

[CVPR2020] f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation https://arxiv.org/abs/2001.10331

Tensorflow2.3的文本分类项目，支持各种分类模型，支持相关tricks。

A repository that shares tuning results of trained models generated by TensorFlow / Keras. Post-training quantization (Weight Quantization, Integer Quantization, Full Integer Quantization, Float16 Quantization), Quantization-aware training. TensorFlow Lite. OpenVINO. CoreML. TensorFlow.js. TF-TRT. MediaPipe. ONNX. [.tflite,.h5,.pb,saved_model,tfjs,tftrt,mlmodel,.xml/.bin, .onnx]

Yet another PyTorch implementation of Tacotron 2 with reduction factor and faster training speed.

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

Code for ACL'2021 paper WARP 🌀 Word-level Adversarial ReProgramming. Outperforming `GPT-3` on SuperGLUE Few-Shot text classification. https://aclanthology.org/2021.acl-long.381/

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

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

[CVPR 2021] VirTex: Learning Visual Representations from Textual Annotations

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

Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

An extension of Open3D to address 3D Machine Learning tasks

Classification models trained on ImageNet. Keras.

Repository containing an independent implementation of the paper: "A Fully Progressive Approach to Single-Image Super-Resolution"

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

PyTorch and Tensorflow functional model definitions

Spleeter is Deezer source separation library with pretrained models written in Python and uses Tensorflow. It makes it easy to train source separation model (assuming you have a dataset of isolated sources), and provides already trained state of the art model for performing various flavour of separation :