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--- products:sbc:edge2:npu:demos:vgg16 [2023/08/25 03:52]
louis
+++ products:sbc:edge2:npu:demos:vgg16 [2025/04/09 23:30] (current)
louis
@@ Line 1: / Line 1: @@
-====== Demo4 - VGG16 ======
+~~tag>NPU VGG16 Edge2 TensorFlow Keras ~~
-===== Get Source Code =====
+====== VGG16 TensorFlow Keras Edge2 Demo - 4 ======
+{{indexmenu_n>4}}
+===== Introduction =====
+VGG16 is a classification model. It can assign a single label to an entire image.
+Image and inference results on Edge2.
+{{:products:sbc:edge2:npu:demos:deer.jpeg?400|}}
+ {{:products:sbc:edge2:npu:demos:vgg16-result.png?200|}}
+===== Train Model =====
 ```shell
@@ Line 32: / Line 46: @@
 ==== Get convert tool ====
-Download Tool from [[https://github.com/rockchip-linux/rknn-toolkit2.git|rockchip-linux/rknn-toolkit2]].
+Download Tool from [[gh>rockchip-linux/rknn-toolkit2]].
 ```shell
@@ Line 59: / Line 73: @@
 Enter ''rknn-toolkit2/examples/tensorflow/ssd_mobilenet_v1'' and modify ''test.py'' as follows.
-```python modify test.py
+```python test.py
 # Create RKNN object
 rknn = RKNN(verbose=True)
@@ Line 96: / Line 110: @@
 ```
-Run test.py to generate rknn model.
+Run ''test.py'' to generate rknn model.
 ```shell
@@ Line 106: / Line 120: @@
 ==== Get source code ====
-Clone the source code form our [[https://github.com/khadas/edge2-npu|khadas/edge2-npu]].
+Clone the source code from our [[gh>khadas/edge2-npu]].
 ```shell
@@ Line 135: / Line 149: @@
 <WRAP tip >
-If your yolov8n model classes is not the same as coco, please change ''data/class_str.txt'' and the ''OBJ_CLASS_NUM'' in ''include/postprocess.h''.
+If your **VGG16** model classes is not the same as **cifar10**, please change ''data/vgg16_class.txt'' and the ''OBJ_CLASS_NUM'' in ''include/postprocess.h''.
 </WRAP>

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