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.
Switch branches/tags
Nothing to show
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Failed to load latest commit information.
CONTRIBUTING.md
README.md

README.md

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

Model Url
Inception V1 https://github.com/tensorflow/models/tree/master/slim#Pretrained
Inception V2 https://github.com/tensorflow/models/tree/master/slim#Pretrained
Inception V3 https://github.com/tensorflow/models/tree/master/slim#Pretrained
Inception-ResNet-v2 https://github.com/tensorflow/models/tree/master/slim#Pretrained
ResNet V1 50 https://github.com/tensorflow/models/tree/master/slim#Pretrained
ResNet V1 101 https://github.com/tensorflow/models/tree/master/slim#Pretrained
ResNet V1 152 https://github.com/tensorflow/models/tree/master/slim#Pretrained
ResNet V2 50 https://github.com/tensorflow/models/tree/master/slim#Pretrained
ResNet V2 101 https://github.com/tensorflow/models/tree/master/slim#Pretrained
ResNet V2 152 https://github.com/tensorflow/models/tree/master/slim#Pretrained
ResNet V2 200 https://github.com/tensorflow/models/tree/master/slim#Pretrained
VGG 16 https://github.com/tensorflow/models/tree/master/slim#Pretrained
VGG 19 https://github.com/tensorflow/models/tree/master/slim#Pretrained
vgg_19_2016_08_28.tar.gz https://github.com/tensorflow/models/tree/master/slim#Pretrained
MobileNet_v1_1.0_224 https://github.com/tensorflow/models/tree/master/slim#Pretrained
MobileNet_v1_0.50_160 https://github.com/tensorflow/models/tree/master/slim#Pretrained
MobileNet_v1_0.25_128 https://github.com/tensorflow/models/tree/master/slim#Pretrained
Pretrained ConvNets for pytorch: ResNeXt101, ResNet152, InceptionV4, InceptionResnetV2, etc. https://github.com/Cadene/pretrained-models.pytorch
DenseNet https://github.com/flyyufelix/DenseNet-Keras

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