This plugin is a Python plugin that allows for you to find the clusters in your dataset!
🔎 Find those pesky clusters in just a few minutes!
fiftyone plugins download https://github.com/danielgural/clustering_algorithmsFinds clusters in your dataset based on embeddings from FiftyOne Model Zoo. Choose which algorithm you want to use to find clusters in your dataset.
Make sure to take advantage of optional inputs such as finding clusters within a specific class, tagging clusters, or optionally regenerating embeddings from a different model!
Cluster Detection Algorithms Used From sklearn
| Model Name | Framework |
|---|---|
| alexnet-imagenet-torch | Torch |
| classification-transformer-torch | Torch |
| clip-vit-base32-torch | Torch |
| densenet121-imagenet-torch | Torch |
| densenet161-imagenet-torch | Torch |
| densenet169-imagenet-torch | Torch |
| densenet201-imagenet-torch | Torch |
| detection-transformer-torch | Torch |
| dinov2-vitb14-torch | Torch |
| dinov2-vitg14-torch | Torch |
| dinov2-vitl14-torch | Torch |
| dinov2-vits14-torch | Torch |
| googlenet-imagenet-torch | Torch |
| inception-resnet-v2-imagenet-tf1 | TF1 |
| inception-v3-imagenet-torch | Torch |
| inception-v4-imagenet-tf1 | TF1 |
| mobilenet-v2-imagenet-tf1 | TF1 |
| mobilenet-v2-imagenet-torch | Torch |
| open-clip-torch | Torch |
| resnet-v1-50-imagenet-tf1 | TF1 |
| resnet-v2-50-imagenet-tf1 | TF1 |
| resnet101-imagenet-torch | Torch |
| resnet152-imagenet-torch | Torch |
| resnet18-imagenet-torch | Torch |
| resnet34-imagenet-torch | Torch |
| resnet50-imagenet-torch | Torch |
| resnext101-32x8d-imagenet-torch | Torch |
| resnext50-32x4d-imagenet-torch | Torch |
| vgg11-bn-imagenet-torch | Torch |
| vgg11-imagenet-torch | Torch |
| vgg13-bn-imagenet-torch | Torch |
| vgg13-imagenet-torch | Torch |
| vgg16-bn-imagenet-torch | Torch |
| vgg16-imagenet-tf1 | TF1 |
| vgg16-imagenet-torch | Torch |
| vgg19-bn-imagenet-torch | Torch |
| vgg19-imagenet-torch | Torch |
| wide-resnet101-2-imagenet-torch | Torch |
| wide-resnet50-2-imagenet-torch | Torch |
| zero-shot-classification-transformer-torch | Torch |
| zero-shot-detection-transformer-torch | Torch |