basic course content added, more TODO

courses/uoph410-510a_Image-Analysis/wk8/s8.py

@@ -0,0 +1,88 @@
+import marimo
+
+__generated_with = "0.19.11"
+app = marimo.App(width="medium")
+
+
+@app.cell
+def _():
+    import marimo as mo
+
+    return (mo,)
+
+
+@app.cell
+def _():
+    import numpy as np
+    rng = np.random.default_rng()
+    return
+
+
+@app.cell
+def _():
+    import scipy as si
+
+    return
+
+
+@app.cell
+def _():
+    from skimage import io, morphology as mf
+
+    return io, mf
+
+
+@app.cell
+def _():
+    import matplotlib
+    import matplotlib.pyplot as plt
+    plt.ion();
+    return (plt,)
+
+
+@app.cell
+def _(mo):
+    from pathlib import Path
+    mo.pdf(src=Path("Homework8.pdf"), width="100%", height="50vh")
+    return
+
+
+@app.cell(hide_code=True)
+def _(mo):
+    mo.md(r"""
+    ## Spot Removal
+    """)
+    return
+
+
+@app.cell
+def _(io, plt):
+    lichtenstein_imageduplicator_1963_png = io.imread("Lichtenstein_imageDuplicator_1963.png")
+    lichtenstein_imageduplicator_1963_gray = io.imread("Lichtenstein_imageDuplicator_1963_gray.png")
+    fig0, (ax0a, ax0b) = plt.subplots(1, 2)
+    ax0a.imshow(lichtenstein_imageduplicator_1963_png)
+    ax0b.imshow(lichtenstein_imageduplicator_1963_gray, cmap="gray")
+    return (lichtenstein_imageduplicator_1963_gray,)
+
+
+@app.cell
+def _(lichtenstein_imageduplicator_1963_gray, mf):
+    lichtenstein_imageduplicator_1963_close = mf.closing(lichtenstein_imageduplicator_1963_gray, mf.disk(4))
+    lichtenstein_imageduplicator_1963_close = mf.closing(lichtenstein_imageduplicator_1963_gray, mf.disk(2))
+    return (lichtenstein_imageduplicator_1963_close,)
+
+
+@app.cell
+def _(lichtenstein_imageduplicator_1963_close, plt):
+    fig1, ax1 = plt.subplots()
+    ax1.imshow(lichtenstein_imageduplicator_1963_close, cmap="gray")
+    return
+
+
+@app.cell
+def _():
+    return
+
+
+if __name__ == "__main__":
+    app.run()