Misc ideas based on discussions in Slack and TODOs about community-events

[NielsRogge]

Adding some more ideas:

• Make people learn about GAN metrics, like FID and Inception score
• Add section related to the main applications of GANs
• Explain how to set up Accelerate to set up the scripts
• Tag all vision datasets on the hub with "vision" such that people can easily retrieve them
• improve and battle test PyTorchModelHubMixin
• support datasets with trainA, trainB, testA and testB columns like this one: https://huggingface.co/datasets/huggan/horse2zebra
• add links to great example Spaces

[NielsRogge]

for example ? Or you have something else in mind ?

Maybe "vision"? Currently, all vision models on the hub are tagged with that.

[julien-c]

(if we move to the new task scheme that you proposed recently, we don't need to hardcode the modality b/c it will be implied by the task)

[osanseviero]

Some new todos (lol the list grows larger and larger) based on internal discussion https://huggingface.slack.com/archives/C035Y01JHMY/p1648122316988469

• Allow uploading multiple TF models to a single model repo (solved with huggingface/huggingface_hub#533) or just the generator
• validate scripts work on multiple GPUs
• add automatic model card in scripts

[lhoestq]

Tag all vision datasets on the hub with "vision" such that people can easily retrieve them

Currently we don't tag datasets with a "image" or "text" or "audio" tag but we can probably do that indeed. Maybe

modalities:
- image

for example ? Or you have something else in mind ?

[lhoestq]

Ok sounds good :)
I'll also adapt the datasets tagging app to support this field then, and make it compatible for vision datasets (right now it's heavily focused on text datasets)

[julien-c]

(cc @osanseviero )

[lhoestq]

(if we move to the new task scheme that you proposed recently, we don't need to hardcode the modality b/c it will be implied by the task)

Yes indeed, maybe we don't even need the modality tag if we can just infer it from the task tag, as we do for models ^^