Hugginface.js as Static Webpages

Start here

• hug06-template.html

  A template for most of the pages to come (until I deprecate it)

• hug07-object.html

  Testing image object classification

• hug08-webcam.html

  May work on mobile, webcam image data to huggingface with boundingboxes (still has a few issues)

Text based huggingface models

• hug09-00-text.html

  Text style MASK using facebook/bart-large-cnn.

• hug09-01-text.html

  Text style summarization using facebook/bart-large-cnn

• hug09-02-text.html

  Text style question answer using deepset/roberta-base-squad2

• hug02-03.html

  Not sure of the point of this so left it in it's original form

• hug09-04-text.html

  Text classification using distilbert-base-uncased-finetuned-sst-2-english

• hug09-05-text.html

  Text Generation using GPT-2

• hug09-06-text.html

  Token Classification using dbmdz/bert-large-cased-finetuned-conll03-english

• hug09-07-text.html

  Text translation program from English to German (I think)

• hug09-08-text.html

  Text zero shot classification using facebook/bart-large-mnli

• hug09-09-text.html

  Conversational using microsoft/DialoGPT-large

• hug09-10-text.html

  Text Feacture Extraction using sentence-transformers/paraphrase-xlm-r-multilingual-v1

Audio files

• hug10-11-audio.html

  Now testing audio. AutoClassification

• hug10-12-audio.htm

  Audio classification

Image Classification Examples

• hug11-13-image.html

  Image classification using google/vit-base-patch16-224

• hug11-14-image.html

  Object detection and location (same as my first attempts), using facebook/detr-resnet-50

• hug11-15-image.html

  Segementation of objects, just gives the data using facebook/detr-resnet-50-panoptic

• hug11-15b.html

  Segementation of objects, this shows the objects in different colors using facebook/detr-resnet-50-panoptic and d3.js

Text to Image

• hug16-text-to-image.html

  Testing text to image. This is really cool, takes a while but great results.

How I got there.

Most of this page is based on this code

Progress

• hug01.html

  First working HuggingFaceJS see console. This does an image classification so I should be find with those.

• hug01-await.html

  promise to await

• hug02.html

  Trying the inference examples and massively messing up the free rate limit. LOL. Don't run this example as it destroys your un-token rate. The first example hug01.html you can refresh the page about 20 times per hour without a token See below hug03-enter-token.html using a free token. I will test how better the rate is.

So let's break this down into smaller attempts

1. hug02-01.html

   model: facebook/bart-large-cnn

2. hug02-02.html

   model: deepset/roberta-base-squad2

3. hug02-03.html

   model: google/tapas-base-finetuned-wtq

4. hug02-04.html

   model: distilbert-base-uncased-finetuned-sst-2-english

5. hug02-05.html

   model: gpt2

6. hug02-06.html

   model: dbmdz/bert-large-cased-finetuned-conll03-english

7. hug02-07.html

   model: t5-base

8. hug02-08.html

   model: facebook/bart-large-mnli

9. hug02-09.html

   model: microsoft/DialoGPT-large

10. hug02-10.html

    model: sentence-transformers/paraphrase-xlm-r-multilingual-v1

11. hug02-11.html

    model: facebook/wav2vec2-large-960h-lv60-self

12. hug02-12.html

    model: superb/hubert-large-superb-er

13. hug02-13.html

    model: google/vit-base-patch16-224

14. hug02-14.html

    model: facebook/detr-resnet-50

15. hug02-15.html

    model: facebook/detr-resnet-50-panoptic

16. hug02-16.html

    model: stabilityai/stable-diffusion-2

• hug03-enter-token.html

  Let's try a way to enter your free token from https://huggingface.co/settings/tokens to get a better limit

• hug04-local-token-storage.html

  Local storage seems to work, not really secure. NOTE: make it blank and store it to get the regular rate.

• hug05-class.html

  Looking at the main HFInference class. TESTING not yet working