Auto blue red gains

.gitignore

@@ -165,3 +165,5 @@ dmypy.json
 # Pyre type checker
 .pyre/
 
+# ignore all generated outputs
+lenslesswebapp/outputs/

configs/capture.yaml

@@ -16,4 +16,6 @@ down: null
 res: null
 nbits_out: 8
 awb_gains: null
+auto_exp_psf: false
+auto_exp_img: false
 # awb_gains: [1.9, 1.2]   # red, blue

lensless/utils/io.py

@@ -166,9 +166,6 @@ def load_image(
     if flip_lr:
         img = np.fliplr(img)
 
-    if verbose:
-        print_image_info(img)
-
     if bg is not None:
 
         # if bg is float vector, turn into int-valued vector
@@ -204,6 +201,9 @@ def load_image(
             dtype = original_dtype
         img = img.astype(dtype)
 
+    if verbose:
+        print_image_info(img)
+
     return img
 
 
@@ -292,7 +292,7 @@ def load_psf(
     else:
         psf = load_image(
             fp,
-            verbose=verbose,
+            verbose=False,
             flip=flip,
             flip_ud=flip_ud,
             flip_lr=flip_lr,
@@ -377,6 +377,9 @@ def load_psf(
     else:
         psf = psf.astype(original_dtype)
 
+    if verbose:
+        print_image_info(psf)
+
     if return_bg:
         return psf, bg
     else:

lensless/utils/plot.py

@@ -244,6 +244,7 @@ def plot_cross_section(
             width = 2 * np.abs(first_crossing)
             ax.axvline(x=-first_crossing, c="k", linestyle="--")
             ax.axvline(x=+first_crossing, c="k", linestyle="--")
+            print(f"{plot_db_drop}dB width : {width} pixels")
 
             ax.set_title("Cross-section")
             ax.set_xlabel(f"-{plot_db_drop}dB width = {width}")

lenslesswebapp/.gitignore

@@ -0,0 +1,27 @@
+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+pnpm-debug.log*
+lerna-debug.log*
+
+node_modules
+dist
+dist-ssr
+*.local
+
+# Editor directories and files
+.vscode/*
+!.vscode/extensions.json
+.idea
+.DS_Store
+*.suo
+*.ntvs*
+*.njsproj
+*.sln
+*.sw?
+!public/logo.png
+lenslesswebapp/outputs/
+

lenslesswebapp/README.md

@@ -0,0 +1,54 @@
+# React + TypeScript + Vite
+
+This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules.
+
+Currently, two official plugins are available:
+
+- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react) uses [Babel](https://babeljs.io/) for Fast Refresh
+- [@vitejs/plugin-react-swc](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react-swc) uses [SWC](https://swc.rs/) for Fast Refresh
+
+## Expanding the ESLint configuration
+
+If you are developing a production application, we recommend updating the configuration to enable type-aware lint rules:
+
+```js
+export default tseslint.config({
+  extends: [
+    // Remove ...tseslint.configs.recommended and replace with this
+    ...tseslint.configs.recommendedTypeChecked,
+    // Alternatively, use this for stricter rules
+    ...tseslint.configs.strictTypeChecked,
+    // Optionally, add this for stylistic rules
+    ...tseslint.configs.stylisticTypeChecked,
+  ],
+  languageOptions: {
+    // other options...
+    parserOptions: {
+      project: ['./tsconfig.node.json', './tsconfig.app.json'],
+      tsconfigRootDir: import.meta.dirname,
+    },
+  },
+})
+```
+
+You can also install [eslint-plugin-react-x](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-x) and [eslint-plugin-react-dom](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-dom) for React-specific lint rules:
+
+```js
+// eslint.config.js
+import reactX from 'eslint-plugin-react-x'
+import reactDom from 'eslint-plugin-react-dom'
+
+export default tseslint.config({
+  plugins: {
+    // Add the react-x and react-dom plugins
+    'react-x': reactX,
+    'react-dom': reactDom,
+  },
+  rules: {
+    // other rules...
+    // Enable its recommended typescript rules
+    ...reactX.configs['recommended-typescript'].rules,
+    ...reactDom.configs.recommended.rules,
+  },
+})
+```

lenslesswebapp/certs/cert.pem

@@ -0,0 +1,21 @@
+-----BEGIN CERTIFICATE-----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+-----END CERTIFICATE-----

lenslesswebapp/certs/key.pem

@@ -0,0 +1,28 @@
+-----BEGIN PRIVATE KEY-----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+-----END PRIVATE KEY-----

lenslesswebapp/eslint.config.js

@@ -0,0 +1,28 @@
+import js from '@eslint/js'
+import globals from 'globals'
+import reactHooks from 'eslint-plugin-react-hooks'
+import reactRefresh from 'eslint-plugin-react-refresh'
+import tseslint from 'typescript-eslint'
+
+export default tseslint.config(
+  { ignores: ['dist'] },
+  {
+    extends: [js.configs.recommended, ...tseslint.configs.recommended],
+    files: ['**/*.{ts,tsx}'],
+    languageOptions: {
+      ecmaVersion: 2020,
+      globals: globals.browser,
+    },
+    plugins: {
+      'react-hooks': reactHooks,
+      'react-refresh': reactRefresh,
+    },
+    rules: {
+      ...reactHooks.configs.recommended.rules,
+      'react-refresh/only-export-components': [
+        'warn',
+        { allowConstantExport: true },
+      ],
+    },
+  },
+)

lenslesswebapp/index.html

@@ -0,0 +1,13 @@
+<!doctype html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8" />
+    <link rel="icon" type="image/png" href="/logo.png" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>Lensless PiCam Kit</title>
+  </head>
+  <body>
+    <div id="root"></div>
+    <script type="module" src="/src/main.tsx"></script>
+  </body>
+</html>