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