diff --git a/README.md b/README.md index 1210c15f..a6650607 100644 --- a/README.md +++ b/README.md @@ -32,56 +32,55 @@ spotlight.show(df, dtype={"image": spotlight.Image, "embedding": spotlight.Embed ## đ Start with a use case -Machine learning and engineering teams use Spotlight to understand and communicate on complex unstructured data problems. - -Here are some interactive examples on publicly available datasets: +Machine learning and engineering teams use Spotlight to understand and communicate on complex unstructured data problems. Here are some examples on publicly available datasets along with code snippets (đ¨âđģ), interactive demos (đšī¸) and blog articles (đ):
Modality | +Task | Description | Link | |
---|---|---|---|---|
đŧī¸ Image | +đŧī¸ Image | +[Classification] | Find Issues in Any Image Classification Dataset | -đ¨âđģ đ | -đ¨âđģ đ đšī¸ | +
Find data issues in the CIFAR-100 image dataset | đšī¸ | |||
Explore data slices in the CIFAR-100 image dataset | -đšī¸ | -|||
Fine-tuning image classification models from Bing image search | đ¨âđģđ | |||
đ Audio | +[Classification] | Find Issues in Any Audio Classification Dataset | -đ¨âđģ đ | +đ¨âđģ đđšī¸ |
Find data issues in the Common Voice audio dataset | -đšī¸ | +Debug pre-trained gender detection models on the emodb dataset | +đ đšī¸ | |
Compare gender detection models on the emodb dataset | -đšī¸ | +đ đšī¸ | ||
đ Text | +[Classification] | Find Issues in Any Text Classification Dataset | đ¨âđģ đ | |
đđŧī¸ Mixed | +[EDA] | Explore results from the Formula1 Montreal 2023 GP | đšī¸ |