No label colors not showing in Embeddings panel[BUG] - Githubissues

voxel51 / fiftyone

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No label colors not showing in Embeddings panel[BUG] #4317

Closed pranavjadhav001 closed 4 months ago

pranavjadhav001 commented 5 months ago

Embeddings highlighted for each label/class using a different color not showing as expected, even after groundtruth.labels selection.

Code to reproduce issue

[x] Trained an embedding model on CUB-200-2011 Dataset
[x] Created a fiftyOne dataset using dataset type ImageClassificationDirectoryTree
[x] using Dataset filepaths, created embeddings array
[x] passed embeddings with dataset to compute_visualization fn, visualization method chosen 'umap' , dim 2
[x] launch_app either directly in jupyter cell or brower tab

2024-04-28_23-02

System information

OS Platform and Distribution : Linux Ubuntu 20.04
Python version (python --version): 3.8.10
FiftyOne version (fiftyone --version): 0.23.8
FiftyOne installed from (pip or source): pip

pranavjadhav001 commented 5 months ago

After looking more into it, the problem arises due to large no. of classes , for my experiment I'm using CUB-200-2011 Dataset which has 200 classes. When i reduced the classes to 50, the colors appeared. I've even tried to add custom color map with unique 200 colors, but that also doesn't seem to work.