Pretrained Save
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.
Project README
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
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 |
Open Source Agenda is not affiliated with "Pretrained" Project. README Source: GalacticExchange/pretrained
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