edgeimpulse · dtischler · Jan 15, 2025 · Jan 14, 2025
diff --git a/...urity-camera-arduino-portenta-h7/img10_EI_data_acquisition_tire_theft_class.png b/...urity-camera-arduino-portenta-h7/img10_EI_data_acquisition_tire_theft_class.png
diff --git a/...y-camera-arduino-portenta-h7/img11_EI_data_acquisition_window_breakin_class.png b/...y-camera-arduino-portenta-h7/img11_EI_data_acquisition_window_breakin_class.png
diff --git a/...k/assets/vehicle-security-camera-arduino-portenta-h7/img12_EI_perform_split.png b/...k/assets/vehicle-security-camera-arduino-portenta-h7/img12_EI_perform_split.png
diff --git a/...ssets/vehicle-security-camera-arduino-portenta-h7/img13_EI_Impulse_1_design.png b/...ssets/vehicle-security-camera-arduino-portenta-h7/img13_EI_Impulse_1_design.png
diff --git a/...ets/vehicle-security-camera-arduino-portenta-h7/img14_EI_Impulse_1_features.png b/...ets/vehicle-security-camera-arduino-portenta-h7/img14_EI_Impulse_1_features.png
diff --git a/.../vehicle-security-camera-arduino-portenta-h7/img15_EI_Impulse_1_chose_model.png b/.../vehicle-security-camera-arduino-portenta-h7/img15_EI_Impulse_1_chose_model.png
diff --git a/.../vehicle-security-camera-arduino-portenta-h7/img16_EI_Impulse_1_models_list.png b/.../vehicle-security-camera-arduino-portenta-h7/img16_EI_Impulse_1_models_list.png
diff --git a/...-security-camera-arduino-portenta-h7/img17_EI_Impulse_1_select_TAO_backbone.png b/...-security-camera-arduino-portenta-h7/img17_EI_Impulse_1_select_TAO_backbone.png
diff --git a/...security-camera-arduino-portenta-h7/img18_EI_Impulse_1_training_performance.png b/...security-camera-arduino-portenta-h7/img18_EI_Impulse_1_training_performance.png
diff --git a/...-security-camera-arduino-portenta-h7/img19_EI_Impulse_1_testing_performance.png b/...-security-camera-arduino-portenta-h7/img19_EI_Impulse_1_testing_performance.png
diff --git a/.gitbook/assets/vehicle-security-camera-arduino-portenta-h7/img1_cover_image.png b/.gitbook/assets/vehicle-security-camera-arduino-portenta-h7/img1_cover_image.png
diff --git a/...ets/vehicle-security-camera-arduino-portenta-h7/img20_EI_create_new_Impulse.png b/...ets/vehicle-security-camera-arduino-portenta-h7/img20_EI_create_new_Impulse.png
diff --git a/...ssets/vehicle-security-camera-arduino-portenta-h7/img21_EI_Impulse_2_design.png b/...ssets/vehicle-security-camera-arduino-portenta-h7/img21_EI_Impulse_2_design.png
diff --git a/...ets/vehicle-security-camera-arduino-portenta-h7/img22_EI_Impulse_2_features.png b/...ets/vehicle-security-camera-arduino-portenta-h7/img22_EI_Impulse_2_features.png
diff --git a/...security-camera-arduino-portenta-h7/img23_EI_Impulse_2_training_performance.png b/...security-camera-arduino-portenta-h7/img23_EI_Impulse_2_training_performance.png
diff --git a/...-security-camera-arduino-portenta-h7/img24_EI_Impulse_2_testing_performance.png b/...-security-camera-arduino-portenta-h7/img24_EI_Impulse_2_testing_performance.png
diff --git a/...ssets/vehicle-security-camera-arduino-portenta-h7/img25_EI_Impulse_3_design.png b/...ssets/vehicle-security-camera-arduino-portenta-h7/img25_EI_Impulse_3_design.png
diff --git a/...ets/vehicle-security-camera-arduino-portenta-h7/img26_EI_Impulse_3_features.png b/...ets/vehicle-security-camera-arduino-portenta-h7/img26_EI_Impulse_3_features.png
diff --git a/...security-camera-arduino-portenta-h7/img27_EI_Impulse_3_training_performance.png b/...security-camera-arduino-portenta-h7/img27_EI_Impulse_3_training_performance.png
diff --git a/...cle-security-camera-arduino-portenta-h7/img28_EI_Impulse_3_FOMO-AD_training.png b/...cle-security-camera-arduino-portenta-h7/img28_EI_Impulse_3_FOMO-AD_training.png
diff --git a/...-security-camera-arduino-portenta-h7/img29_EI_Impulse_3_testing_performance.png b/...-security-camera-arduino-portenta-h7/img29_EI_Impulse_3_testing_performance.png
diff --git a/...ssets/vehicle-security-camera-arduino-portenta-h7/img2_model_testing_sample.png b/...ssets/vehicle-security-camera-arduino-portenta-h7/img2_model_testing_sample.png
diff --git a/...-security-camera-arduino-portenta-h7/img30_EI_Impulse_1_deployment_firmware.png b/...-security-camera-arduino-portenta-h7/img30_EI_Impulse_1_deployment_firmware.png
diff --git a/...ecurity-camera-arduino-portenta-h7/img31_EI_Impulse_3_deployment_build_fail.png b/...ecurity-camera-arduino-portenta-h7/img31_EI_Impulse_3_deployment_build_fail.png
diff --git a/...ts/vehicle-security-camera-arduino-portenta-h7/img32_EI_Impulse_2_inference.png b/...ts/vehicle-security-camera-arduino-portenta-h7/img32_EI_Impulse_2_inference.png
diff --git a/.../vehicle-security-camera-arduino-portenta-h7/img33_EI_Impulse_3_test_sample.png b/.../vehicle-security-camera-arduino-portenta-h7/img33_EI_Impulse_3_test_sample.png
diff --git a/...-security-camera-arduino-portenta-h7/img34_EI_Impulse_3_live_classification.png b/...-security-camera-arduino-portenta-h7/img34_EI_Impulse_3_live_classification.png
diff --git a/.../vehicle-security-camera-arduino-portenta-h7/img35_Portenta_H7_with_antenna.jpg b/.../vehicle-security-camera-arduino-portenta-h7/img35_Portenta_H7_with_antenna.jpg
diff --git a/...book/assets/vehicle-security-camera-arduino-portenta-h7/img36_Python_script.png b/...book/assets/vehicle-security-camera-arduino-portenta-h7/img36_Python_script.png
diff --git a/...k/assets/vehicle-security-camera-arduino-portenta-h7/img37_Portenta_H7_case.jpg b/...k/assets/vehicle-security-camera-arduino-portenta-h7/img37_Portenta_H7_case.jpg
diff --git a/...ssets/vehicle-security-camera-arduino-portenta-h7/img38_Portenta_H7_in_case.jpg b/...ssets/vehicle-security-camera-arduino-portenta-h7/img38_Portenta_H7_in_case.jpg
diff --git a/.../vehicle-security-camera-arduino-portenta-h7/img39_Inference_on_Portenta_H7.png b/.../vehicle-security-camera-arduino-portenta-h7/img39_Inference_on_Portenta_H7.png
diff --git a/...assets/vehicle-security-camera-arduino-portenta-h7/img3_Arduino_Portenta_H7.jpg b/...assets/vehicle-security-camera-arduino-portenta-h7/img3_Arduino_Portenta_H7.jpg
diff --git a/...k/assets/vehicle-security-camera-arduino-portenta-h7/img40_Assembled_camera.jpg b/...k/assets/vehicle-security-camera-arduino-portenta-h7/img40_Assembled_camera.jpg
diff --git a/...assets/vehicle-security-camera-arduino-portenta-h7/img41_deployed_AI_camera.jpg b/...assets/vehicle-security-camera-arduino-portenta-h7/img41_deployed_AI_camera.jpg
diff --git a/...k/assets/vehicle-security-camera-arduino-portenta-h7/img42_camera_on_tripod.jpg b/...k/assets/vehicle-security-camera-arduino-portenta-h7/img42_camera_on_tripod.jpg
diff --git a/.../vehicle-security-camera-arduino-portenta-h7/img43_Inference_on_Portenta_H7.png b/.../vehicle-security-camera-arduino-portenta-h7/img43_Inference_on_Portenta_H7.png
diff --git a/...ssets/vehicle-security-camera-arduino-portenta-h7/img44_email_notification.jpeg b/...ssets/vehicle-security-camera-arduino-portenta-h7/img44_email_notification.jpeg
diff --git a/...assets/vehicle-security-camera-arduino-portenta-h7/img4_NVIDIA_TAO_overview.png b/...assets/vehicle-security-camera-arduino-portenta-h7/img4_NVIDIA_TAO_overview.png
diff --git a/...assets/vehicle-security-camera-arduino-portenta-h7/img5_EI_set_target_board.png b/...assets/vehicle-security-camera-arduino-portenta-h7/img5_EI_set_target_board.png
diff --git a/...ehicle-security-camera-arduino-portenta-h7/img6_EI_select_Web_Serial_device.png b/...ehicle-security-camera-arduino-portenta-h7/img6_EI_select_Web_Serial_device.png
diff --git a/.../vehicle-security-camera-arduino-portenta-h7/img7_EI_WebUSB_camera_settings.png b/.../vehicle-security-camera-arduino-portenta-h7/img7_EI_WebUSB_camera_settings.png
diff --git a/...ets/vehicle-security-camera-arduino-portenta-h7/img8_data_acquisition_setup.jpg b/...ets/vehicle-security-camera-arduino-portenta-h7/img8_data_acquisition_setup.jpg
diff --git a/...security-camera-arduino-portenta-h7/img9_EI_WebUSB_camera_feed_overexposure.png b/...security-camera-arduino-portenta-h7/img9_EI_WebUSB_camera_feed_overexposure.png
diff --git a/README.md b/README.md
@@ -97,6 +97,7 @@ Computer vision projects that make use of image classification, object detection
 * [Visual Anomaly Detection - Seeed Grove Vision AI Module V2](computer-vision-projects/visual-anomaly-detection-seeed-vision-ai-2.md)
 * [Object Counting with FOMO - OpenMV Cam RT1062](computer-vision-projects/object-counting-fomo-openmv-rt1062.md)
 * [Visitor Heatmap with FOMO Object Detection - Jetson Orin Nano](computer-vision-projects/visitor-heatmap-jetson-orin-nano.md)
+* [Vehicle Security Camera - Arduino Portenta H7](computer-vision-projects/vehicle-security-camera-arduino-portenta-h7.md)
 
 ### Audio Projects
 

diff --git a/SUMMARY.md b/SUMMARY.md
@@ -83,6 +83,7 @@
   * [Visual Anomaly Detection - Seeed Grove Vision AI Module V2](computer-vision-projects/visual-anomaly-detection-seeed-vision-ai-2.md)
   * [Object Counting with FOMO - OpenMV Cam RT1062](computer-vision-projects/object-counting-fomo-openmv-rt1062.md)
   * [Visitor Heatmap with FOMO Object Detection - Jetson Orin Nano](computer-vision-projects/visitor-heatmap-jetson-orin-nano.md)
+  * [Vehicle Security Camera - Arduino Portenta H7](computer-vision-projects/vehicle-security-camera-arduino-portenta-h7.md)
 * [Audio Projects](audio-projects/README.md)
   * [Occupancy Sensing - SiLabs xG24](audio-projects/occupancy-sensing-silabs-xg24.md)
   * [Smart Appliance Control Using Voice Commands - Nordic Thingy:53](audio-projects/smart-appliance-voice-commands-nordic-thingy53.md)

diff --git a/computer-vision-projects/vehicle-security-camera-arduino-portenta-h7.md b/computer-vision-projects/vehicle-security-camera-arduino-portenta-h7.md