Questions tagged [tfjs-node]

64 questions
0
votes
1 answer

Enhance a Machin Learning model for periodic data

I am learning ML through TensorFlow (tfjs). My first test was to train my model to predict cos(x) as a function of x (from 0 to 2*Math.PI*4 aka 4 periods) feature: 2000 values of x (random) label: 2000 values of cos(x) model: const model =…
Franck Freiburger
  • 26,310
  • 20
  • 70
  • 95
0
votes
1 answer

Different predictions if running in Node instead of Browser (using the same model_web - python converted model)

pretty new to ML and tensorflow! I made an object detection model with http://cloud.annotations.ai that permits to train and convert a model in different formats, tfjs (model_web) too. That website provides also boilerplates for running the model…
Lotti
  • 21
  • 1
  • 5
0
votes
1 answer

How to avoid 64-bit data types to run my Python Estimator model natively on tfjs-node?

I created a tf.estimator model and a tf.data pipeline in Python and saved it in tf.saved_model format in TF 2.1. As tfjs-node does not support int64 or float64 types, it is unable to load the model. On Tensorboard, I observed some input pipeline…
Nitin
  • 7,187
  • 6
  • 31
  • 36
0
votes
1 answer

Is React Native good for cross-platform Machine Learning apps built with TensorFlow.js?

With the release of tfjs-react-native and the ample support for the platform, is React Native stable and reliable enough for a startup to go all-in on to build cross-platform Machine Learning apps? Note: We are building a Health-Tech app that uses…
1 2 3 4
5