GalacticExchange / Pretrained
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.
Stars: ✭ 129
Projects that are alternatives of or similar to Pretrained
Musical Onset Efficient
Supplementary information and code for the paper: An efficient deep learning model for musical onset detection
Stars: ✭ 26 (-79.84%)
Mutual labels: pretrained-models
Farm
🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
Stars: ✭ 1,140 (+783.72%)
Mutual labels: pretrained-models
Ghostnet
CV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.
Stars: ✭ 1,744 (+1251.94%)
Mutual labels: pretrained-models
Asteroid
The PyTorch-based audio source separation toolkit for researchers
Stars: ✭ 862 (+568.22%)
Mutual labels: pretrained-models
Pytorch Image Models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Stars: ✭ 15,232 (+11707.75%)
Mutual labels: pretrained-models
Gen Efficientnet Pytorch
Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS
Stars: ✭ 1,275 (+888.37%)
Mutual labels: pretrained-models
Bert Ner
Pytorch-Named-Entity-Recognition-with-BERT
Stars: ✭ 829 (+542.64%)
Mutual labels: pretrained-models
Mff Pytorch
Motion Fused Frames implementation in PyTorch, codes and pretrained models.
Stars: ✭ 116 (-10.08%)
Mutual labels: pretrained-models
People Counter Python
Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.
Stars: ✭ 62 (-51.94%)
Mutual labels: pretrained-models
Covid Twitter Bert
Pretrained BERT model for analysing COVID-19 Twitter data
Stars: ✭ 101 (-21.71%)
Mutual labels: pretrained-models
Pyannote Audio
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
Stars: ✭ 978 (+658.14%)
Mutual labels: pretrained-models
Gpt2 Ml
GPT2 for Multiple Languages, including pretrained models. GPT2 多语言支持, 15亿参数中文预训练模型
Stars: ✭ 1,066 (+726.36%)
Mutual labels: pretrained-models
Nfnets pytorch
Pre-trained NFNets with 99% of the accuracy of the official paper "High-Performance Large-Scale Image Recognition Without Normalization".
Stars: ✭ 85 (-34.11%)
Mutual labels: pretrained-models
Classification models
Classification models trained on ImageNet. Keras.
Stars: ✭ 938 (+627.13%)
Mutual labels: pretrained-models
Dimenet
DimeNet and DimeNet++ models, as proposed in "Directional Message Passing for Molecular Graphs" (ICLR 2020) and "Fast and Uncertainty-Aware Directional Message Passing for Non-Equilibrium Molecules" (NeurIPS-W 2020)
Stars: ✭ 106 (-17.83%)
Mutual labels: pretrained-models
Prosr
Repository containing an independent implementation of the paper: "A Fully Progressive Approach to Single-Image Super-Resolution"
Stars: ✭ 923 (+615.5%)
Mutual labels: pretrained-models
Dialogue Understanding
This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study
Stars: ✭ 77 (-40.31%)
Mutual labels: pretrained-models
Mdm
A TensorFlow implementation of the Mnemonic Descent Method.
Stars: ✭ 120 (-6.98%)
Mutual labels: pretrained-models
Transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Stars: ✭ 55,742 (+43110.85%)
Mutual labels: pretrained-models
Hbonet
[ICCV 2019] Harmonious Bottleneck on Two Orthogonal Dimensions
Stars: ✭ 94 (-27.13%)
Mutual labels: pretrained-models
Pretrained
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 your model, usually within 24 hours.
Image recognition
Object detection
| Model | Url |
|---|---|
| Fast-RCNN | https://github.com/rbgirshick/fast-rcnn |
| Faster-RCNN | https://github.com/ShaoqingRen/faster_rcnn |
Face recognition
| Model | Url |
|---|---|
| VGG-Face | http://www.vlfeat.org/matconvnet/pretrained/#face-recognition |
Pix2Pix style transfer
| Model | Url |
|---|---|
| Conditional adversarial nets | https://github.com/phillipi/pix2pix |
| Webcam Pix2Pix | https://github.com/memo/webcam-pix2pix-tensorflow |
Image to text generation
| Model | Url |
|---|---|
| Show and Tell | https://github.com/KranthiGV/Pretrained-Show-and-Tell-model |
| OpenNMT | http://opennmt.net/Models/ |
Text translation
| Model | Url |
|---|---|
| OpenNMT (English -> German, German -> English, Multi-way - FR,ES,PT,IT,RO<>FR,ES,PT,IT,RO) | http://opennmt.net/Models/ |
Text summarization
| Model | Url |
|---|---|
| OpenNMT (English) | http://opennmt.net/Models/ |
Word vectors
| Model | Url |
|---|---|
| FastText (294 languages) | https://github.com/facebookresearch/fastText/blob/master/pretrained-vectors.md |
| Word2Vec | https://github.com/Kyubyong/wordvectors |
| Glove | https://nlp.stanford.edu/projects/glove/ |
| LexVec | https://github.com/alexandres/lexvec |
| Meta-Embeddings | http://cistern.cis.lmu.de/meta-emb/ |
Semantic segmentation
| Model | Url |
|---|---|
| Dilated Convolutions | https://github.com/ndrplz/dilation-tensorflow |
BVLC FCN | http://www.vlfeat.org/matconvnet/pretrained/#semantic-segmentation
Speech recognition
| Model | Url |
|---|---|
| Baidu Warp-CTC | https://github.com/SeanNaren/deepspeech.torch |
| Wavenet | https://github.com/buriburisuri/speech-to-text-wavenet |
Text to Emojis
| Model | Url |
|---|---|
| DeepMoji | https://github.com/bfelbo/DeepMoji |
Note that the project description data, including the texts, logos, images, and/or trademarks,
for each open source project belongs to its rightful owner.
If you wish to add or remove any projects, please contact us at [email protected].