I am new to tensorflow.js and currently I am working on ZHIV dataset ( Zillow Home Index Value
I want for every state to predict 10 values in the future ( the data is like a TS one ) can you help me with writing the code ? Thanks all
Jason
June 29, 2023, 10:31am
#3
Check my online course that even shows how to predict house prices from various attributes. You could modify that as a starting point for exploring your dataset.
Full course is here:
VIDEO
Can you provide examples of models or architectures that have successfully predicted more than 10 values using Tensorflow.js?
Jason
July 7, 2023, 3:35pm
#7
MobileNet that can run in TFJS predicts around 1000 classes of image i believe.
# MobileNet
MobileNets are small, low-latency, low-power models parameterized to meet the resource constraints of a variety of use cases. They can be built upon for classification, detection, embeddings and segmentation similar to how other popular large scale models, such as Inception, are used.
MobileNets trade off between latency, size and accuracy while comparing favorably with popular models from the literature.
This TensorFlow.js model does not require you to know about machine learning.
It can take as input any browser-based image elements (`<img>`, `<video>`, `<canvas>`
elements, for example) and returns an array of most likely predictions and
their confidences.
For more information about MobileNet, check out this readme in
[tensorflow/models](https://github.com/tensorflow/models/blob/master/research/slim/nets/mobilenet_v1.md).
## Usage
There are two main ways to get this model in your JavaScript project: via script tags or by installing it from NPM and using a build tool like Parcel, WebPack, or Rollup.
### via Script Tag
show original
let me check my drive i have a solution for you
