tensorspace-team/tensorspace

Construct network examples

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#16 opened on Sep 12, 2018

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 (1 comment) (0 reactions) (3 assignees)JavaScript (445 forks)batch import
enhancementhelp wanted

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Description

More network examples build with Tensorspace, add interesting examples to "examples" folder:

  • Resnet 50
  • Dense net
  • Acgan generative model
  • pix2pix - Picture style transfer
  • Yolo v3-tiny
  • Mobilenet v1
  • Inceptionv3
  • SqueezeNet
  • ...

Contributor guide

Research direction
Fork the repository, study the existing examples in the 'examples' folder, then implement one of the unchecked models (e.g., Dense net, pix2pix, Yolo v3 tiny, SqueezeNet) using the Tensorspace API. Refer to the Tensorspace documentation for model structure and loading.
Tech stack
javascripttensorflow
Domain
frontendai
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-3 hours
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
JavaScript
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
75