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Akida x86 Evaluation Kit - 

User Guide  

P a g e

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6

 

5.3

 

A

KIDA 

C

LASSIFICATION DEMO

 

 
This application uses the MobileNet/ImageNet model from akida-models to classify Webcam 
frames.  This demo requires a USB camera.  
Enter 

   python classification_demo.py 

Place objects in front of the camera for prediction.  
 

 

Figure 4

: Classification demonstration window 

 

5.4

 

A

KIDA EDGE LEARNING DEMO

 

 
This application uses MobileNet models replacing the last layer to learn new classes from the 
Webcam frames. This demo requires a USB camera. 
Enter 

   python edge_demo.py 

Enter class name in the label field and click 

Learn new class

 for each new class. Start with 

background as the first class. Next choose other objects the same or similar to images in the 
ImageNet dataset for best results. For testing, place learned object in the field of view. 
 

Содержание Akida x86

Страница 1: ...Akida x86 Evaluation Kit User Guide P a g e 1 Akida x86 Evaluation Kit User Guide...

Страница 2: ...5 3 AKIDA CLASSIFICATION DEMO 6 5 4 AKIDA EDGE LEARNING DEMO 6 5 5 EDGE FACE RECOGNITION DEMO 7 5 6 DETECTION DEMO 8 6 APPLICATION SETTINGS 9 6 1 SWITCH FROM HARDWARE TO SOFTWARE BACKEND 9 6 2 TURN O...

Страница 3: ...2 SYSTEM INFORMATION Evaluation environment description Platform Shuttle PC CPU Core i5 i7 or i9 SSD 2 5 and 16GB RAM OS Ubuntu 20 04 Virtual environment Miniconda Brainchip Mini PCI Express AKD1000...

Страница 4: ...n the screen shot below Open a Terminal window Enter conda activate akida And then enter akida devices The following messages should appear in your terminal window Figure 2 Terminal window showing Aki...

Страница 5: ...d to plug in a microphone and speaker on the Shuttle PC front panel If you have a monitor with speakers that will work as your sound output Make sure the settings for input and output match your micro...

Страница 6: ...assification demonstration window 5 4 AKIDA EDGE LEARNING DEMO This application uses MobileNet models replacing the last layer to learn new classes from the Webcam frames This demo requires a USB came...

Страница 7: ...er to learn new classes from the Webcam frames This demo requires a USB camera Enter python edge_face_recognition_demo py Enter person s name in the label field and click Learn for each new person Whe...

Страница 8: ...akida models to detect objects or faces into webcam frames This demo requires a USB camera Enter python detection_demo py Face person or object detection should occur with bounding boxes as well as s...

Страница 9: ...nu will display Application Settings Figure 8 General settings window 6 1 SWITCH FROM HARDWARE TO SOFTWARE BACKEND Switch HW SW Select HW device for Akida HW backend then Close Figure 9 Application se...

Страница 10: ...DISPLAY ABOUT PERFORMANCE There is a setting switch used to enable or disable Akida HW power see figure 9 6 3 AKIDA DEMO FLASK Execute akida_demo_flask py with Demo name in argument python akida_demo...

Страница 11: ...lowing directory Open a terminal window navigate to home bcdemo MetaTF Activate environment entering conda activate akida_env Run examples with Jupyter notebook or python For Jupyter notebook enter ju...

Страница 12: ...sktop 1 overview for details 2 Install Brainchip board driver In order to install Akida board PCIe Driver Get the driver from Brainchip GIT https github com Brainchip Inc akida_dw_edma Follow the inst...

Страница 13: ...this manual RuntimeError unexpected transfer len 1 expected 4 Run the resetpcie sh script in a separate terminal and retry the section 4 step 3 This is a temporary work around 9 3 FLASK CANNOT START T...

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