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site_name: AI4Optics
site_description: "Differentiable optics for end-to-end imaging system design — documentation for the AI4Optics family of projects (DeepLens and more)."
site_author: "Xinge Yang"
site_url: https://ai4optics.github.io/docs/
# Default top-right header link (umbrella home and any non-project page): the
# AI4Optics org. On project pages this is overridden per-project by
# overrides/partials/source.html — DeepLens pages link to the DeepLens repo,
# End2endImaging pages to the End2endImaging repo.
repo_url: https://github.com/AI4Optics
repo_name: AI4Optics
docs_dir: docs
theme:
name: material
custom_dir: overrides
language: en
favicon: assets/logo.png
icon:
repo: fontawesome/brands/github
palette:
- scheme: default
primary: indigo
toggle:
icon: material/brightness-7
name: Switch to dark mode
- scheme: slate
primary: indigo
toggle:
icon: material/brightness-4
name: Switch to light mode
features:
- navigation.tabs
- navigation.sections
- navigation.expand
- navigation.top
- toc.follow
- search.highlight
- search.suggest
- content.code.copy
plugins:
- search
- mkdocstrings:
handlers:
python:
paths: [deeplens-src, end2endimaging-src, difftmm-src]
options:
allow_inspection: false
docstring_style: google
show_source: true
show_root_heading: true
members_order: source
heading_level: 3
separate_signature: true
merge_init_into_class: true
show_signature_annotations: true
# Build-time hook: fetches each project's GitHub stars/forks and exposes them as
# config.extra.repo_facts, rendered statically into the header by source.html.
hooks:
- hooks/repo_facts.py
markdown_extensions:
- admonition
- pymdownx.details
- pymdownx.superfences
- pymdownx.highlight:
anchor_linenums: true
- pymdownx.arithmatex:
generic: true
- pymdownx.emoji:
emoji_index: !!python/name:material.extensions.emoji.twemoji
emoji_generator: !!python/name:material.extensions.emoji.to_svg
- tables
- attr_list
- md_in_html
extra_css:
- stylesheets/extra.css
- stylesheets/api.css
extra_javascript:
- https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js
nav:
- Overview: index.md
- DeepLens:
- Overview: deeplens/index.md
- Get Started:
- Setup: deeplens/setup.md
- Quickstart: deeplens/quickstart.md
- Architecture: deeplens/architecture.md
- Installation: deeplens/installation.md
- API Reference:
- Overview: deeplens/api/index.md
- Lens Models:
- Lens: deeplens/api/lens.md
- GeoLens: deeplens/api/geolens.md
- HybridLens: deeplens/api/hybridlens.md
- DiffractiveLens: deeplens/api/diffraclens.md
- DefocusLens: deeplens/api/defocuslens.md
- PSFNetLens: deeplens/api/psfnetlens.md
- Optics Core: deeplens/api/core.md
- Surrogate Networks: deeplens/api/network.md
- Examples:
- Overview: deeplens/examples/index.md
- Getting Started:
- GeoLens: deeplens/examples/hello_geolens.md
- DefocusLens: deeplens/examples/hello_defocuslens.md
- DiffractiveLens: deeplens/examples/hello_diffraclens.md
- HybridLens: deeplens/examples/hello_hybridlens.md
- Lens Design:
- GeoLens: deeplens/examples/design_geolens.md
- DiffractiveLens: deeplens/examples/design_diffraclens.md
- HybridLens: deeplens/examples/design_hybridlens.md
- Advanced:
- Automated Lens Design: deeplens/examples/autolens_rms.md
- PSF Network: deeplens/examples/psf_net.md
- 4f System: deeplens/examples/4f_system.md
- Pupil Field: deeplens/examples/pupil_field.md
- Multi-order Diffraction: deeplens/examples/multi_order.md
- Diffractive Surfaces: deeplens/examples/diffractive_surfaces.md
- Citation: deeplens/citation.md
- End2endImaging:
- Overview: end2endimaging/index.md
- Get Started:
- Setup: end2endimaging/setup.md
- Quickstart: end2endimaging/quickstart.md
- Architecture: end2endimaging/architecture.md
- API Reference:
- Overview: end2endimaging/api/index.md
- Camera: end2endimaging/api/camera.md
- DeepLens: end2endimaging/api/optics.md
- Sensor: end2endimaging/api/sensor.md
- Network: end2endimaging/api/network.md
- Examples:
- Overview: end2endimaging/examples/index.md
- Computational Photography: end2endimaging/examples/comp_photography.md
- Defocus Deblur: end2endimaging/examples/defocus_deblur.md
- End-to-End Lens Design: end2endimaging/examples/end2end_lens_design.md
- Task-Driven Lens Design: end2endimaging/examples/task_driven.md
- Citation: end2endimaging/citation.md
- DiffTMM:
- Overview: difftmm/index.md
- Get Started:
- Setup: difftmm/setup.md
- Quickstart: difftmm/quickstart.md
- Architecture: difftmm/architecture.md
- API Reference:
- Overview: difftmm/api/index.md
- Isotropic Solver: difftmm/api/isotropic.md
- Anisotropic Solver: difftmm/api/anisotropic.md
- Incoherent Solver: difftmm/api/incoherent.md
- Materials: difftmm/api/material.md
- Examples:
- Overview: difftmm/examples/index.md
- Benchmarks: difftmm/examples/benchmarks.md
- Forward Simulation: difftmm/examples/forward_simulation.md
- Inverse Design: difftmm/examples/inverse_design.md
- Real Materials: difftmm/examples/real_materials.md
- Incoherent Films: difftmm/examples/incoherent_films.md
- Citation: difftmm/citation.md
- Applications:
- Hyperspectral Imaging:
- Overview: hyperspectral/index.md
- Examples:
- Overview: hyperspectral/examples/index.md
- Diffractive Surfaces: hyperspectral/examples/diffractive_surfaces.md
- HSI Reconstruction: hyperspectral/examples/hsi_reconstruction.md
- End-to-End Design: hyperspectral/examples/end2end_hsi.md
- Citation: hyperspectral/citation.md
- Contribute:
- Overview: contribute/index.md
- Development Setup: contribute/setup.md
- Pull Requests: contribute/pull-requests.md
- Building Documentation: contribute/documentation.md
- Code of Conduct: contribute/code-of-conduct.md