Datasets mentioned by professor in CS 675 Deep Learning
Image Datasets (Vision)
Object Classification
- MNIST
- Fashion-MNIST
- The Quick, Draw!
- CIFAR-10 and CIFAR-100
- The Street View House Numbers (SVHN) Dataset
- ImageNet
Object Detection, Segmentation, and Captioning
- Common Objects in Context (COCO)
Face Recognition and Attributes
- Large-scale CelebFaces Attributes (CelebA)
Text Datasets (Natural Language Processing)
Text Classification and Sentiment Analysis
- Reuters-21578 Text Categorization Collection
- Reuters Corpora (RCV1, RCV2, TRC2)
- Large Movie Review Dataset
- News Group Movie Review
Language Modeling
- Brown University Standard Corpus of Present-Day American English
- Project Gutenberg
Image Captioning
- The PASCAL Object Recognition Database Collection
Machine Translation
- Aligned Hansards of the 36th Parliament of Canada
Question Answering
- Stanford Question Answering Dataset (SQuAD)
- Deepmind Question Answering Corpus
Speech Datasets
Speech Recognition
- TIMIT Acoustic-Phonetic Continuous Speech Corpus
- LibriSpeech ASR corpus
Time Series Datasets
Univariate Time Series Prediction
- Monthly Sunspot Dataset
- Daily Female Births Dataset
Multivariate Time Series Classification
- EEG Eye State Data Set
- Ozone Level Detection Dataset