Tutorial Refreshes #4207
Tutorial Refreshes #4207
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WalkthroughThe recent updates introduce integrations with Hugging Face Transformers for monocular depth estimation and enhance the YOLOv8 tutorial with a focus on FiftyOne's Ultralytics Integration. These changes enrich the tutorials by demonstrating the application of transformer-based models and providing practical guidance on using YOLOv8 with FiftyOne datasets, highlighting the evolving synergy between advanced model architectures and dataset management tools. Changes
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Files selected for processing (2)
- docs/source/tutorials/monocular_depth_estimation.ipynb (2 hunks)
- docs/source/tutorials/yolov8.ipynb (2 hunks)
Files skipped from review due to trivial changes (1)
- docs/source/tutorials/monocular_depth_estimation.ipynb
Codecov ReportAll modified and coverable lines are covered by tests ✅
Additional details and impacted files@@ Coverage Diff @@
## develop #4207 +/- ##
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Coverage 28.85% 28.86%
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Files 768 769 +1
Lines 97048 97140 +92
Branches 1120 1128 +8
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+ Hits 28004 28039 +35
- Misses 69044 69101 +57
Flags with carried forward coverage won't be shown. Click here to find out more. ☔ View full report in Codecov by Sentry. |
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Yep! I checked the html looks good for all tutorials :) |
What changes are proposed in this pull request?
FiftyOne has evolved a ton over the past few years — in particular, the UI in the app, the visualization of embeddings within a panel in the app, the ultralytics and HF integrations, and the expansion of the model zoo. All of these developments and changes have made many workflows easier in FiftyOne, and have changed the way things appear when following tutorials line by line.
This PR updates and enhances the following tutorials:
(Details)
Release Notes
Is this a user-facing change that should be mentioned in the release notes?
notes for FiftyOne users.
(Details in 1-2 sentences. You can just refer to another PR with a description
if this PR is part of a larger change.)
What areas of FiftyOne does this PR affect?
fiftyonePython library changesSummary by CodeRabbit