alize data and model training.  Interpretability,Getting-
Started,TensorBoard  ![](_static/img/thumbnails/cropped/visualizing-with-
tensorboard.png) ](intermediate/tensorboard_tutorial.html)

#### [ TorchVision Object Detection Finetuning Tutorial  Finetune a pre-
trained Mask R-CNN model.  Image/Video
![](_static/img/thumbnails/cropped/TorchVision-Object-Detection-Finetuning-
Tutorial.png) ](intermediate/torchvision_tutorial.html)

#### [ Transfer Learning for Computer Vision Tutorial  Train a convolutional
neural network for image classification using transfer learning.  Image/Video
![](_static/img/thumbnails/cropped/Transfer-Learning-for-Computer-Vision-
Tutorial.png) ](beginner/transfer_learning_tutorial.html)

#### [ Optimizing Vision Transformer Model  Apply cutting-edge, attention-
based transformer models to computer vision tasks.  Image/Video
![](_static/img/thumbnails/cropped/60-min-blitz.png)
](beginner/vt_tutorial.html)

#### [ Adversarial Example Generation  Train a convolutional neural network
for image classification using transfer learning.  Image/Video
![](_static/img/thumbnails/cropped/Adversarial-Example-Generation.png)
](beginner/fgsm_tutorial.html)

#### [ DCGAN Tutorial  Train a generative adversarial network (GAN) to
generate new celebrities.  Image/Video
![](_static/img/thumbnails/cropped/DCGAN-Tutorial.png)
](beginner/dcgan_faces_tutorial.html)

#### [ Spatial Transformer Networks Tutorial  Learn how to augment your
network using a visual attention mechanism.  Image/Video
![](_static/img/stn/Five.gif)
](intermediate/spatial_transformer_tutorial.html)

#### [ Inference on Whole Slide Images with TIAToolbox  Learn how to use the
TIAToolbox to perform inference on whole slide images.  Image/Video
![](_static/img/thumbnails/cropped/TIAToolbox-Tutorial.png)
](intermediate/tiatoolbox_tutorial.html)

#### [ Semi-Supervised Learning Tutorial Based on USB  Learn how to train
semi-supervised learning algorithms (on custom data) using USB and PyTorch.
Image/Video  ![](_static/img/usb_semisup_learn/code.png)
](advanced/usb_semisup_learn.html)

#### [ Audio IO  Learn to load data with torchaudio.  Audio
![](_static/img/thumbnails/cropped/torchaudio-Tutorial.png)
](beginner/audio_io_tutorial.html)

#### [ Audio Resampling  Learn to resample audio waveforms using torchaudio.
Audio  ![](_static/img/thumbnails/cropped/torchaudio-Tutorial.png)
](beginner/audio_resampling_tutorial.html)

#### [ Audio Data Augmentation  Learn to apply data augmentations using
torchaudio.  Audio  ![](_static/img/thumbnails/cropped/torchaudio-
Tutorial.png) ](beginner/audio_data_augmentation_tutorial.html)

#### [ Audio Feature Extractions  Learn to extract features using torchaudio.
Audio  ![](_static/img/thumbnails/cropped/torchaudio-Tutorial.png)
](beginner/audio_feature_extractions_tutorial.html)

#### [ Audio Feature Augmentation  Learn to augment features using torchaudio.
Audio  ![](_static/img/thumbnails/cropped/torchaudio-Tutorial.png)
](beginner/audio_feature_augmentation_tutorial.html)

#### [ Audio Datasets  Learn to use torchaudio datasets.  Audio
![](_static/img/thumbnails/cropped/torchaudio-Tutorial.png)
](beginner/audio_datasets_tutorial.html)

#### [ Automatic Speech Recognition with Wav2Vec2 in torchaudio  Learn how to
use torchaudio's pretrained models for building a speech recognition
application.  Audio  ![](_static/img/thumbnails/cropped/torchaudio-asr.png)
](intermediate/speech_recognition_pipeline_tutorial.html)

#### [ Speech Command Classification  Learn how to correctly format an audio
dataset and then train/test an audio classifier network on the dataset.  Audio
![](_static/img/thumbnails/cropped/torchaudio-speech.png)
](intermediate/speech_command_classification_with_torchaudio_tutorial.html)

#### [ Text-to-Speech with torchaudio  Learn how to use torchaudio's
pretrained models for building a text-to-speech application.  Audio
![](_static/img/thumbnails/cropped/torchaudio-speech.png)
](intermediate/text_to_spee