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IMX 415 Camera Module📖
1. Jetson Orin Nano‑NX Usage Course
  • 1. Camera Driver Course
  • 2.1 Advanced AI Vision-Traffic Detection—DeepStream environment
  • 2.2 Advanced AI Vision-Traffic Detection—Four types of detection(traffic)
  • 3. YOLO11 Object Detection
  • 4. YOLO26 Object Detection
  • 5. Mediapipe Environment
  • 6. Mediapipe Hand Detection
  • 7. MediaPipe Face Detection
  • 8. MediaPipe Face Effects
  • 9. MediaPipe 3D Object Recognition
  • 10. MediaPipe Virtual Brush
  • 11. MediaPipe Gesture Recognition
  • 12. MediaPipe Finger Control
  • 13. MediaPipe Posture Estimation
  • 14. MediaPipe Face Mask
  • 15. MediaPipe Overall Detection
  • 16. MediaPipe Green Scene Rremoval(Human)
  • 17. QR code recognition
2. Raspberry Pi 5 Usage Course
  • 1. Camera Driver Course
  • 2. Advanced AI Vision-Human Pose Estimation
  • 3. Target Detection
  • 4. QR Code
  • 5. Face Detection
  • 6. Color Recognition
  • 7. YOLO11 Object Detection
  • 8. YOLO26 Object Detection
  • 9. MediaPipe Face Effects
  • 10. MediaPipe Face Detection
  • 11. MediaPipe 3D Object Recognition
  • 12. MediaPipe Virtual Brush
  • 13. MediaPipe Finger Control
  • 14. MediaPipe Gesture Recognition
3. RDK X5 Usage Course
  • 1. Camera Driver Course
  • 2. Target Detection Algorithm-FCOS
  • 3. Target Detection Algorithm-YOLOv5s
  • 4. YOLO26 Object Detection
4. Camera Bracket Installation (Optional Video)
  • Installation Video
Download
  • Code
  • SystemFile
  • 3D_Model_File
  • Hardware_Info
Download ZIP

Welcome to IMX 415 Camera Module repository

2.1 Advanced AI Vision-Traffic Detection—DeepStream environment

DeepStream

DeepStream1. System information2. Install DeepStream3. Verify the installationRun the example

1. System information

image-20250121150858152

2. Install DeepStream

Refer to the tutorial in [Chapter 2 Motherboard Basics: 03. Install Jetson Component Environment]: Check the DeepStream 7.1 option

image-20250116194316209-1737442070436-3

3. Verify the installation

sudo apt install libgstrtspserver-1.0-0
xxxxxxxxxx
deepstream-app --version-all

image-20241227113542806

Run the example

xxxxxxxxxx
cd /opt/nvidia/deepstream/deepstream-7.1/samples/configs/deepstream-app
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deepstream-app -c source30_1080p_dec_infer-resnet_tiled_display_int8.txt

Note: It takes a long time to run this case. If it does not terminate automatically, wait for the program to run!

When the motherboard runs a program with a large load, the prompt "System throttled due to Over-current." will appear. This is a normal phenomenon!

If it restarts during operation, please use a power supply with a power greater than 45w.

image-20250102184609430

Camera Driver Course
Advanced AI Vision-Traffic Detection—Four types of detection(traffic)

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