diff --git a/body-pix/README.md b/body-pix/README.md
index bbc80c6fd1..ffde85cbb1 100644
--- a/body-pix/README.md
+++ b/body-pix/README.md
@@ -17,8 +17,8 @@ To keep track of issues we use the [tensorflow/tfjs](https://github.com/tensorfl
You can use this as standalone es5 bundle like this:
```html
-
-
+
+
```
Or you can install it via npm for use in a TypeScript / ES6 project.
@@ -81,9 +81,9 @@ An object containing a width, height, and a binary array with 1 for the pixels t
-
+
-
+
@@ -201,9 +201,9 @@ An object containing a width, height, and an array with a part id from 0-24 for
-
+
-
+
diff --git a/toxicity/README.md b/toxicity/README.md
index e381d0bb85..95d49a2699 100644
--- a/toxicity/README.md
+++ b/toxicity/README.md
@@ -47,7 +47,8 @@ toxicity.load(threshold).then(model => {
model.classify(sentences).then(predictions => {
// `predictions` is an array of objects, one for each prediction head,
// that contains the raw probabilities for each input along with the
- // final prediction boolean given the threshold.
+ // final prediction in `match` (either `true` or `false`).
+ // If neither prediction exceeds the threshold, `match` is `null`.
console.log(predictions);
/*
diff --git a/toxicity/images/demo.jpg b/toxicity/images/demo.jpg
index 416e469a77..bb13bccaba 100644
Binary files a/toxicity/images/demo.jpg and b/toxicity/images/demo.jpg differ