george1900 / 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 it.

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 it.

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 Speech