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 <tfhub.com>
• 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