Add classes to the Flowers102 dataset

[ageron]

Many datasets provide class names, why not Flowers102?
This PR adds the class names to the Flowers102 class.

[pytorch-bot]

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/vision/8838

• 📄 Preview Python docs built from this PR

Note: Links to docs will display an error until the docs builds have been completed.

❌ 26 New Failures, 18 Unrelated Failures

As of commit 56d8c33 with merge base d3beb52 ():

NEW FAILURES - The following jobs have failed:

• Build Aarch64 Linux Wheels / pytorch/vision / upload / wheel-py3_9-cpu-aarch64 (gh)
  This request has been automatically failed because it uses a deprecated version of actions/download-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/
• Build Aarch64 Linux Wheels / pytorch/vision / upload / wheel-py3_9-cuda-aarch64cuda-aarch64 (gh)
  This request has been automatically failed because it uses a deprecated version of actions/download-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/
• Build Linux Wheels / pytorch/vision / upload / manywheel-py3_9-cpu (gh)
  This request has been automatically failed because it uses a deprecated version of actions/download-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/
• Build Linux Wheels / pytorch/vision / upload / manywheel-py3_9-cuda12_4 (gh)
  This request has been automatically failed because it uses a deprecated version of actions/download-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/
• Build Linux Wheels / pytorch/vision / upload / manywheel-py3_9-cuda12_6 (gh)
  This request has been automatically failed because it uses a deprecated version of actions/download-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/
• Build Linux Wheels / pytorch/vision / upload / manywheel-py3_9-rocm6_3 (gh)
  This request has been automatically failed because it uses a deprecated version of actions/download-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/
• Build Windows Wheels / pytorch/vision / upload / wheel-py3_9-cuda11_8 (gh)
  This request has been automatically failed because it uses a deprecated version of actions/download-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/
• Build Windows Wheels / pytorch/vision / upload / wheel-py3_9-cuda12_6 (gh)
  This request has been automatically failed because it uses a deprecated version of actions/download-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/
• Build Windows Wheels / pytorch/vision / wheel-py3_9-cpu (gh)
  This request has been automatically failed because it uses a deprecated version of actions/upload-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/
• Build Windows Wheels / pytorch/vision / wheel-py3_9-cuda11_8 (gh)
  This request has been automatically failed because it uses a deprecated version of actions/upload-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/
• CMake / linux (linux.g5.4xlarge.nvidia.gpu, cuda, 11.8) / linux-job (gh)
  This request has been automatically failed because it uses a deprecated version of actions/download-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/. This request has been automatically failed because it uses a deprecated version of actions/upload-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/
• CMake / macos (macos-m1-stable) / macos-job (gh)
  This request has been automatically failed because it uses a deprecated version of actions/download-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/. This request has been automatically failed because it uses a deprecated version of actions/upload-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/
• CMake / windows (windows.4xlarge, cpu) / windows-job (gh)
  This request has been automatically failed because it uses a deprecated version of actions/download-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/. This request has been automatically failed because it uses a deprecated version of actions/upload-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/
• CMake / windows (windows.g5.4xlarge.nvidia.gpu, cuda, 11.8) / windows-job (gh)
  This request has been automatically failed because it uses a deprecated version of actions/download-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/. This request has been automatically failed because it uses a deprecated version of actions/upload-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/
• Docs / build / linux-job (gh)
  This request has been automatically failed because it uses a deprecated version of actions/download-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/. This request has been automatically failed because it uses a deprecated version of actions/upload-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/
• Lint / c-source / linux-job (gh)
  This request has been automatically failed because it uses a deprecated version of actions/download-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/. This request has been automatically failed because it uses a deprecated version of actions/upload-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/
• Lint / python-source-and-configs / linux-job (gh)
  This request has been automatically failed because it uses a deprecated version of actions/download-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/. This request has been automatically failed because it uses a deprecated version of actions/upload-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/
• Lint / python-types / linux-job (gh)
  This request has been automatically failed because it uses a deprecated version of actions/download-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/. This request has been automatically failed because it uses a deprecated version of actions/upload-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/
• Tests / onnx / linux-job (gh)
  This request has been automatically failed because it uses a deprecated version of actions/download-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/. This request has been automatically failed because it uses a deprecated version of actions/upload-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/
• Tests / unittests-linux (3.10, linux.12xlarge, cpu) / linux-job (gh)
  This request has been automatically failed because it uses a deprecated version of actions/download-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/. This request has been automatically failed because it uses a deprecated version of actions/upload-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/
• Tests / unittests-linux (3.9, linux.12xlarge, cpu) / linux-job (gh)
  This request has been automatically failed because it uses a deprecated version of actions/download-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/. This request has been automatically failed because it uses a deprecated version of actions/upload-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/
• Tests / unittests-linux (3.9, linux.g5.4xlarge.nvidia.gpu, cuda, 11.8) / linux-job (gh)
  This request has been automatically failed because it uses a deprecated version of actions/download-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/. This request has been automatically failed because it uses a deprecated version of actions/upload-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/
• Tests / unittests-macos (3.11, macos-m1-stable) / macos-job (gh)
  This request has been automatically failed because it uses a deprecated version of actions/download-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/. This request has been automatically failed because it uses a deprecated version of actions/upload-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/
• Tests / unittests-macos (3.12, macos-m1-stable) / macos-job (gh)
  This request has been automatically failed because it uses a deprecated version of actions/download-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/. This request has been automatically failed because it uses a deprecated version of actions/upload-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/
• Tests / unittests-macos (3.9, macos-m1-stable) / macos-job (gh)
  This request has been automatically failed because it uses a deprecated version of actions/download-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/. This request has been automatically failed because it uses a deprecated version of actions/upload-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/
• Tests / unittests-windows (3.11, windows.4xlarge, cpu) / windows-job (gh)
  This request has been automatically failed because it uses a deprecated version of actions/download-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/. This request has been automatically failed because it uses a deprecated version of actions/upload-artifact: v3. Learn more: https://github.blog/changelog/2024-04-16-deprecation-notice-v3-of-the-artifact-actions/

FLAKY - The following jobs failed but were likely due to flakiness present on trunk:

• Build Aarch64 Linux Wheels / pytorch/vision / wheel-py3_9-cpu-aarch64 (gh) (detected as infra flaky with no log or failing log classifier)
• Build Aarch64 Linux Wheels / pytorch/vision / wheel-py3_9-cuda-aarch64cuda-aarch64 (gh) (detected as infra flaky with no log or failing log classifier)
• Build Linux Wheels / pytorch/vision / upload / manywheel-py3_9-cuda11_8 (gh) (detected as infra flaky with no log or failing log classifier)
• Build Linux Wheels / pytorch/vision / upload / manywheel-py3_9-rocm6_2_4 (gh) (detected as infra flaky with no log or failing log classifier)
• Build Linux Wheels / pytorch/vision / upload / manywheel-py3_9-xpu (gh) (detected as infra flaky with no log or failing log classifier)
• Build M1 Wheels / pytorch/vision / upload / wheel-py3_9-cpu (gh) (detected as infra flaky with no log or failing log classifier)
• Build M1 Wheels / pytorch/vision / wheel-py3_9-cpu (gh) (detected as infra flaky with no log or failing log classifier)
• Build Windows Wheels / pytorch/vision / upload / wheel-py3_9-cpu (gh) (detected as infra flaky with no log or failing log classifier)
• Build Windows Wheels / pytorch/vision / upload / wheel-py3_9-cuda12_4 (gh) (detected as infra flaky with no log or failing log classifier)
• Build Windows Wheels / pytorch/vision / upload / wheel-py3_9-xpu (gh) (detected as infra flaky with no log or failing log classifier)
• CMake / linux (linux.12xlarge, cpu) / linux-job (gh) (detected as infra flaky with no log or failing log classifier)
• Tests / unittests-linux (3.11, linux.12xlarge, cpu) / linux-job (gh) (detected as infra flaky with no log or failing log classifier)
• Tests / unittests-linux (3.12, linux.12xlarge, cpu) / linux-job (gh) (detected as infra flaky with no log or failing log classifier)
• Tests / unittests-macos (3.10, macos-m1-stable) / macos-job (gh) (detected as infra flaky with no log or failing log classifier)
• Tests / unittests-windows (3.10, windows.4xlarge, cpu) / windows-job (gh) (detected as infra flaky with no log or failing log classifier)
• Tests / unittests-windows (3.12, windows.4xlarge, cpu) / windows-job (gh) (detected as infra flaky with no log or failing log classifier)
• Tests / unittests-windows (3.9, windows.4xlarge, cpu) / windows-job (gh) (detected as infra flaky with no log or failing log classifier)
• Tests / unittests-windows (3.9, windows.g5.4xlarge.nvidia.gpu, cuda, 11.8) / windows-job (gh) (detected as infra flaky with no log or failing log classifier)

This comment was automatically generated by Dr. CI and updates every 15 minutes.

[NicolasHug]

Thansk for the PR @ageron , this looks good. Just to make sure these are correct, can you share how you created the classes list?

[ageron]

Hi Nicolas,
The official page lists all the categories, but only shows their counts: https://www.robots.ox.ac.uk/~vgg/data/flowers/102/categories.html

So I looked for other sources and found several:

• https://github.com/tensorflow/datasets/blob/master/tensorflow_datasets/datasets/oxford_flowers102/oxford_flowers102_dataset_builder.py
• https://github.com/KlrShaK/Oxford_flowers102-using-Tensorflow/blob/master/categories_list.txt
• https://gist.github.com/JosephKJ/94c7728ed1a8e0cd87fe6a029769cde1#file-oxford-102_flower_dataset_labels-txt

They all agree. I checked that the label counts match, and they all do (adding the training set, validation set, and test set). However, some counts have duplicates:

40 {'prince of wales feathers', 'moon orchid', 'bolero deep blue', 'fire lily', 'pink primrose', 'canterbury bells', 'mexican aster'}
41 {'toad lily', 'grape hyacinth', 'siam tulip', 'corn poppy', 'globe-flower'}
42 {'red ginger', 'spring crocus'}
45 {'globe thistle', 'garden phlox', 'tiger lily'}
46 {'ball moss', 'monkshood', 'love in the mist'}
48 {'spear thistle', 'blackberry lily'}
49 {'oxeye daisy', 'yellow iris', 'blanket flower', 'balloon flower', 'king protea'}
52 {'silverbush', 'carnation'}
54 {'black-eyed susan', 'bearded iris', 'windflower'}
56 {'sweet pea', 'giant white arum lily', 'great masterwort'}
58 {'trumpet creeper', 'tree mallow'}
59 {'pincushion flower', 'daffodil'}
61 {'sunflower', 'osteospermum'}
63 {'desert-rose', 'magnolia', 'bromelia'}
66 {'stemless gentian', 'mallow', 'bee balm'}
67 {'marigold', 'orange dahlia', 'lenten rose', 'gaura'}
71 {'pelargonium', 'buttercup'}
78 {'artichoke', 'gazania'}
82 {'mexican petunia', 'peruvian lily', 'canna lily'}
85 {'sweet william', 'bird of paradise', 'wild pansy', 'purple coneflower'}
87 {'snapdragon', "colt's foot"}
91 {'fritillary', 'camellia'}
93 {'poinsettia', 'primula'}
109 {'pink-yellow dahlia?', 'bishop of llandaff'}

So it's possible that some of these are inverted. That said, I spot checked a few and they looked like the flowers on the Wikipedia, so I'm pretty confident about these labels.