Note
This is a community plugin, an external project maintained by its respective author. Community plugins are not part of FiftyOne core and may change independently. Please review each plugin’s documentation and license before use.
Automated Clustering#
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!
Installation#
fiftyone plugins download https://github.com/danielgural/clustering_algorithms
Operators#
cluster_samples#
Finds 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!
Supported Embedding Models#
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 |