Alex Strick van Linschoten commited on
Commit
f84e090
1 Parent(s): ccdee4b

add accuracy comment

Browse files
Files changed (1) hide show
  1. article.md +2 -0
article.md CHANGED
@@ -1,5 +1,7 @@
1
  I've been working through the first two lessons of [the fastai course](https://course.fast.ai/). For lesson one I trained a model to recognise my cat, Mr Blupus. For lesson two the emphasis is on getting those models out in the world as some kind of demo or application. [Gradio](https://gradio.app) and [Huggingface Spaces](https://huggingface.co/spaces) makes it super easy to get a prototype of your model on the internet.
2
 
 
 
3
  ## The Dataset
4
 
5
  I downloaded a few thousand publicly-available FOIA documents from a government website. I split the PDFs up into individual `.jpg` files and then used [Prodigy](https://prodi.gy/) to annotate the data. (This process was described in [a blogpost written last year](https://mlops.systems/fastai/redactionmodel/computervision/datalabelling/2021/09/06/redaction-classification-chapter-2.html).)
 
1
  I've been working through the first two lessons of [the fastai course](https://course.fast.ai/). For lesson one I trained a model to recognise my cat, Mr Blupus. For lesson two the emphasis is on getting those models out in the world as some kind of demo or application. [Gradio](https://gradio.app) and [Huggingface Spaces](https://huggingface.co/spaces) makes it super easy to get a prototype of your model on the internet.
2
 
3
+ This model has an accuracy of ~96% on the validation dataset.
4
+
5
  ## The Dataset
6
 
7
  I downloaded a few thousand publicly-available FOIA documents from a government website. I split the PDFs up into individual `.jpg` files and then used [Prodigy](https://prodi.gy/) to annotate the data. (This process was described in [a blogpost written last year](https://mlops.systems/fastai/redactionmodel/computervision/datalabelling/2021/09/06/redaction-classification-chapter-2.html).)