https://github.com/vladmandic/tfjs-utils

Collection of generic JS utils when working with TF models
https://github.com/vladmandic/tfjs-utils

tensorflow tensorflowjs tfjs tfjs-models

Last synced: about 1 month ago
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Collection of generic JS utils when working with TF models

• Host: GitHub
• URL: https://github.com/vladmandic/tfjs-utils
• Owner: vladmandic
• License: mit
• Created: 2020-10-02T20:10:30.000Z (over 5 years ago)
• Default Branch: main
• Last Pushed: 2022-10-02T17:59:53.000Z (over 3 years ago)
• Last Synced: 2025-02-14T01:52:01.801Z (over 1 year ago)
• Topics: tensorflow, tensorflowjs, tfjs, tfjs-models
• Language: JavaScript
• Homepage: https://vladmandic.github.io/tfjs-utils/src/kernels.html
• Size: 6.55 MB
• Stars: 2
• Watchers: 3
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# tfjs utils

collection of generic js utils when working with tf models

## tools

- `signature.js`: analyze saved model or graph model input/output tensors based on either model signature or model executor

- `classifier.js`: generic tf image classifier

- `detector.js`: generic tf object detector

- `freeze.py`: convert tf frozen model to saved model

- `tfbun.js`: list/search models on 

- `kernels.js`: generate html table of supported tfjs kernels per backend

- `tfinfo.py`: get cuda & gpu info

## classes

`/classes/*.json`:  

contains class label definitions for different datasets in JSON format:

- CoCo

- ImageNet 1k

- OpenImages v4

- DeepDetect

- Places365

`/classes/wordnet-synset.json.gz`:  

full wordnet word definitions that can be used to parse word IDs included in individual classes definitions