Update README.md

README.md

@@ -5,7 +5,7 @@ size_categories:
 - 10K<n<100K
 ---
 # Danbooru SFW 512 Character Filter Dataset V1
-This dataset is meant to be used for training a simple binary classifier than can filter the
+This dataset is meant to be used for training a simple binary classifier that can filter the
 Danbooru SFW 2021 dataset. It is similar to [db-sfw-512-general-filter-dataset-v1](https://huggingface.co/datasets/hayden-donnelly/db-sfw-512-general-filter-dataset-v1)
 but it has different class criteria. Just like the general dataset there are two 
 classes: "accepted" and "rejected", with "accepted" representing samples that should pass 
@@ -15,14 +15,15 @@ To be accepted, a sample should meet the following criteria:
 
 1. Focused on a character or set of characters. This includes non-humans like animals, humanoid
 mechs, and anthropomorphized robots, but not vehicles and other non-anthropomorphized machines.
-For example, pokemon, gundams, and r2-d2, but not tanks, robotic arms, and helicopter drones.
+For example, pokemon, gundams, and r2-d2 all meet this criterion, but not tanks, robotic arms,
+and helicopter drones.
 
-2. Character(s) are clear and not overwhelmed by the background. This means the character(s) 
+3. Character(s) are clear and not overwhelmed by the background. This means the character(s) 
 should not be tiny compared to a large background. They should also have enough contrast with 
 the background that they don't blend into it. 
 
-3. Character(s) are not presented in a noisy comic strip. Comic strips are allowed if they
-are simple and the central character(s) are easy to extract via cropping. The second part of
+4. Character(s) are not presented in a noisy comic strip. Comic strips are allowed if they
+are simple and the central character(s) are easy to extract via cropping. Note that the second part of
 this criterion is a bit inconsistent and generally errs on the side of rejecting all comic
 strips.