diff --git a/extras/amld/workshop_slides.png b/extras/amld/workshop_slides.png index 53588bfa..dec51555 100644 Binary files a/extras/amld/workshop_slides.png and b/extras/amld/workshop_slides.png differ diff --git a/images/buckets.jpeg b/images/buckets.jpeg index 107ecd86..f908f2ba 100644 Binary files a/images/buckets.jpeg and b/images/buckets.jpeg differ diff --git a/images/crossed.jpeg b/images/crossed.jpeg index 5838135b..700a3ab2 100644 Binary files a/images/crossed.jpeg and b/images/crossed.jpeg differ diff --git a/images/estimators1.jpeg b/images/estimators1.jpeg index f2ba1f5e..c8e67c04 100644 Binary files a/images/estimators1.jpeg and b/images/estimators1.jpeg differ diff --git a/images/facets1.jpg b/images/facets1.jpg index bf6fee27..b0a9ada1 100644 Binary files a/images/facets1.jpg and b/images/facets1.jpg differ diff --git a/images/facets2.jpg b/images/facets2.jpg index 05cf286d..9ce2724c 100644 Binary files a/images/facets2.jpg and b/images/facets2.jpg differ diff --git a/images/tensorboard.jpeg b/images/tensorboard.jpeg index 5c8739dd..f2a47b6e 100644 Binary files a/images/tensorboard.jpeg and b/images/tensorboard.jpeg differ