airPeter / SmartGlass

SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classifier (e.g. classify hand-written digits MNIST dataset). Besides, the framework can also be used to design optics based on a task like focusing and beam steering. However, custom object functions should be defined. Besides training the optics, the SG also supports training the detectors using gradient-free optimization.

Date Created 2022-04-12 (2 years ago)

Commits 13 (last one about a year ago)

Stargazers 33 (0 this week)

Watchers 2 (0 this week)

Forks 4

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RepositoryStats indexes 595,856 repositories, of these airPeter/SmartGlass is ranked #555,948 (7th percentile) for total stargazers, and #485,301 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #109,926/119,431.

airPeter/SmartGlass is also tagged with popular topics, for these it's ranked: optimization (#860/901)

All Topics

metasurface optimization optical-neural-network

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13 commits on the default branch (main) since jan '22

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The only known language in this repository is Python

updated: 2024-11-28 @ 05:08pm, id: 480620396 / R_kgDOHKWvbA