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ntsnet

classify birds using this fine-grained image classifier

Deeplabv3-ResNet101

DeepLabV3 model with a ResNet-101 backbone

Transformer (NMT)

Transformer models for English-French and English-German translation.

WaveGlow

WaveGlow model for generating speech from mel spectrograms (generated by Tacotron2)

ResNext WSL

ResNext models trained with billion scale weakly-supervised data.

DCGAN on FashionGen

A simple generative image model for 64x64 images

Progressive Growing of GANs (PGAN)

High-quality image generation of fashion, celebrity faces

Semi-supervised and semi-weakly supervised ImageNet Models

ResNet and ResNext models introduced in the "Billion scale semi-supervised learning for image classification" paper

PyTorch-Transformers

PyTorch implementations of popular NLP Transformers

U-Net for brain MRI

U-Net with batch normalization for biomedical image segmentation with pretrained weights for abnormality segmentation in brain MRI

SSD

Single Shot MultiBox Detector model for object detection

Tacotron 2

The Tacotron 2 model for generating mel spectrograms from text

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