new episodes

Author: ErinWeisbart

README.md

@@ -27,6 +27,10 @@ Want to see Erin and Beth explain or demo your (least) favorite image analysis c
 | Episode 16 - [The Cell Painting Gallery, an Overview](https://youtu.be/5CtNWt0_FLk) |  |  |  | [CPG landing page](https://github.com/broadinstitute/cellpainting-gallery), [CPG documentation](http://broadinstitute.github.io/cellpainting-gallery/), [CPG on NAIRR](https://nairrpilot.org/pilotresources) |
 | Episode 17 - [How to Write a Great Post on the Forum](https://youtu.be/jLBaZHO-iXw) | [Doc on what to do (and not do)](https://docs.google.com/document/d/1Bz9Fflbat9sHAmtweCr1RfYdhSYPrONlhjYmLYVbqEA/preview?rm=demo&tab=t.0)  |  |  | [The Scientific Community Imaging Forum](https://forum.image.sc) |
 | Episode 18 - [Women on the Street Interviews: Hard Hitting Questions at SBI2 2025](https://youtu.be/99L2ESvAt5I) |  |  |  | [SBI2 website](https://sbi2.org/) |
+| Episode 19 - [Conferences We've Attended Recently](https://youtu.be/Ah7PBRPgQ44) |  |  |  | [SBI2 - The Society of Biomolecular Imaging and Informatics](https://sbi2.org), [ASCB - The American Society for Cell Biology](https://www.ascb.org), [SLAS - Society for Laboratory Automation and Screening](https://www.slas.org), [Cytodata Society](https://www.cytodata.org), [ABRF - Association of Biomolecular Resource Facilities](https://abrf.org), [Scipy - Scientific Python](https://www.scipy2025.scipy.org), [OME - Open Microscopy Environment](https://www.openmicroscopy.org), [I2K - Images to Knowledge](https://www.i2kconference.org), [Globias - Global BioImage Analysts' Society](https://www.globias.org), [BINA - Bioimaging North America](https://www.bioimagingnorthamerica.org) |
+| Episode 20 - [Intro to the Bioimaging Guide](https://youtu.be/Upqfn9ALXz8) |  |  |  | [The Bioimaging Guide](https://www.bioimagingguide.org/welcome.html), [The companion paper](https://pmc.ncbi.nlm.nih.gov/articles/PMC10298797/) |
+| Episode 21 - [Visualizing Common Deep Learning Image Augmentations](https://youtu.be/3PVS4isGBoA) | [Pipeline available here](https://github.com/ciminilab/AskErin_DearBeth/tree/main/files/Ep21) |  |  |  |
+| Episode 22 - [Overview of CellProfiler's Input Modules](https://youtu.be/AZi18trmQhE) |  |  |  | [CellProfiler tutorials](http://tutorials.cellprofiler.org), [Full-length CellProfiler Input Modules video](https://www.youtube.com/watch?v=Z_pUWuOV06Q), [CellProfiler Input Modules written tutorial](https://carpenter-singh-lab.broadinstitute.org/blog/input-modules-tutorial) |
 
 <!-- 
 

files/Ep21/random_squares.png

@@ -11,5 +11,5 @@ cd auto_subtitle
 auto_subtitle --output_dir ../AskErin_DearBeth/Transcripts --srt_only True /Users/eweisbar/Documents/projects/AEDB/Episodes/AskErinDearBeth_Episode_6.mp4
 
 # Auto-clean subtitles
-sed -i '' -f replacements.sed ../AskErin_DearBeth/Transcripts/AskErinDearBeth_Episode_6.srt
+sed -i '' -f publishing_workflow/replacements.sed transcripts/AskErinDearBeth_Episode_21.srt
 ```

files/Ep21/striped_image20.png

@@ -1,10 +1,22 @@
+s/ask Erin dear Beth/Ask Erin Dear Beth/g
 s/dear beth/Dear Beth/g
 s/Aaron/Erin/g
 s/Karen/Erin/g
 s/cell profiler/CellProfiler/g
+s/cell profile/CellProfiler/g
+s/Cell Profiler/CellProfiler/g
+s/cell Profiler/CellProfiler/g
+s/Cell profiler/CellProfiler/g
+s/cell-profiler/CellProfiler/g
+s/Cell-Profiler/CellProfiler/g
 s/self profiler/CellProfiler/g
 s/self-profiler/CellProfiler/g
+s/self-profile/CellProfiler/g
 s/saw profiler/CellProfiler/g
+s/Self-Refiler/CellProfiler/g
+s/spell profiler/CellProfiler/g
+s/spell profilers/CellProfiler's/g
+s/tell CellProfiler/tell CellProfiler/g
 s/cell pose/Cellpose/g
 s/elastic/ilastik/g
 s/ImageJay/ImageJ/g
@@ -13,3 +25,13 @@ s/brodeinstitute/Broad Institute/g
 s/brode institute/Broad Institute/g
 s/cell painting assay/Cell Painting Assay/g
 s/cell painting gallery/Cell Painting Gallery/g
+s/by layers/bilayers/g
+s/QPath/QuPath/g
+s/beena/BINA/g
+s/Beena/BINA/g
+s/bina/BINA/g
+s/bi-imaging/bioimaging/g
+s/Dappie/DAPI/g
+s/dappie/DAPI/g
+s/Fitzy/FITC/g
+s/fitzy/FITC/g