From 38c95ef8fd90f5e19189fbb9bad9221948abc46c Mon Sep 17 00:00:00 2001
From: Mark Kurtz <mark.kurtz@neuralmagic.com>
Date: Thu, 29 Jul 2021 10:55:15 -0400
Subject: [PATCH] Update README Highlights for yolo and bert models

---
 README.md | 12 ++++++++++++
 1 file changed, 12 insertions(+)

diff --git a/README.md b/README.md
index a92f523ff55..d40d4470614 100644
--- a/README.md
+++ b/README.md
@@ -91,6 +91,12 @@ The [GitHub repository](https://github.com/neuralmagic/sparseml) contains integr
     <a href="https://github.com/neuralmagic/sparseml/tree/main/integrations/ultralytics-yolov3/tutorials/sparsifying_yolov3_using_recipes.md">
         <img src="https://docs.neuralmagic.com/docs/source/tutorials/detection_yolov3.png" width="136px" />
     </a>
+    <a href="https://github.com/neuralmagic/sparseml/tree/main/integrations/ultralytics-yolov5/tutorials/sparsifying_yolov5_using_recipes.md">
+        <img src="https://docs.neuralmagic.com/docs/source/tutorials/detection_yolov5.png" width="136px" />
+    </a>
+    <a href="https://github.com/neuralmagic/sparseml/tree/main/integrations/huggingface-transformers/tutorials/sparsifying_bert_using_recipes.md">
+        <img src="https://docs.neuralmagic.com/docs/source/tutorials/nlp_bert.png" width="136px" />
+    </a>
 </p>
 
 ### Transfer Learning from Sparse Models
@@ -99,6 +105,12 @@ The [GitHub repository](https://github.com/neuralmagic/sparseml) contains integr
     <a href="https://github.com/neuralmagic/sparseml/tree/main/integrations/pytorch/notebooks/sparse_quantized_transfer_learning.ipynb">
         <img src="https://docs.neuralmagic.com/docs/source/tutorials/classification_resnet-50.png" width="136px" />
     </a>
+    <a href="https://github.com/neuralmagic/sparseml/blob/main/integrations/ultralytics-yolov3/tutorials/yolov3_sparse_transfer_learning.md">
+        <img src="https://docs.neuralmagic.com/docs/source/tutorials/detection_yolov3.png" width="136px" />
+    </a>
+    <a href="https://github.com/neuralmagic/sparseml/blob/main/integrations/ultralytics-yolov5/tutorials/yolov5_sparse_transfer_learning.md">
+        <img src="https://docs.neuralmagic.com/docs/source/tutorials/detection_yolov5.png" width="136px" />
+    </a>
 </p>