pretrained

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GalacticExchange / pretrained

Pretrained is the most complete and frequently updated list of pretrained top-performing models. Ten...

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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
vgg1920160828.tar.gz https://github.com/tensorflow/models/tree/master/slim#Pretrained
MobileNetv11.0_224 https://github.com/tensorflow/models/tree/master/slim#Pretrained
MobileNetv10.50_160 https://github.com/tensorflow/models/tree/master/slim#Pretrained
MobileNetv10.25_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

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