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Pretrained

The most complete and frequently updated list of pretrained top-performing models. Tensorflow, Theano and others.

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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

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