How to Install OpenCV AI Kit on Raspberry Pi

The Quick OAK on Raspberry Pi Installation Procedure

  1. Go over to https://docs.luxonis.com/api/#python_version and follow the instructions there
  2. If you run into any issues, then upgrade pip
python3 -m pip install -U pip
python3 -m pip install -r requirements.txt

3. To install OpenCV manually follow instructions here https://www.raspberrypi.org/forums/viewtopic.php?t=232294 or execute the following commands.

sudo pip3 install opencv-python
sudo apt-get install libcblas-dev
sudo apt-get install libhdf5-dev
sudo apt-get install libhdf5-serial-dev
sudo apt-get install libatlas-base-dev
sudo apt-get install libjasper-dev
sudo apt-get install libqtgui4
sudo apt-get install libqt4-test

4. Connect your device and try

python3 test.py

If you are interested in Enrolling in my upcoming course on YOLOv4 and OAK then sign up over here when it gets released - Click Here

Source : https://augmentedstartups.info/yolov4release

Comments

Post a Comment

Popular posts from this blog

Movidius NCS (with Raspberry Pi) vs. Google Edge TPU (Coral) vs. Nvidia Jetson Nano – A Quick Comparison

Image
Lately, there has been a lot of talk regarding the possibility of machines learning to do what human beings do in factories, homes, and offices. With the advancement in artificial intelligence , there has been widespread fear and excitement about what AI, machine learning, and deep learning is capable of doing. What is really cool is that Deep Learning and AI models are making their way from the cloud and bulky desktops to smaller and lower powered hardware. In this article, we will help you understand the strengths and weaknesses about three of the most dominant deep learning AI hardware platforms out there. The Intel Movidius Neural Compute Stick (NCS) with Raspberry Pi Developed by Intel Corporation, the Movidius Neural Compute Stick can efficiently operate without an active internet connection. Its computing capabilities come from the Myriad 2 Vision Processing Unit (VPU) . It offers profiling, tuning, and compiling a Deep Neural Network (DNN) on a development computer with the ri...
Read more

OpenCV AI Kit - An Introduction to OAK-1 and OAK-D

Image
Introduction Okay so I just got my OpenCV AI Kit and I am really excited to play with. But even though Iv seen a bunch of features on Kickstarter, I don’t quite understand the true capabilities of this device and why I should even care . Well in this video we going take a deep dive into this device and find out exactly what its capable off, and at the end of the video I will share my thoughts on if this device is worth all the hype as well how it matches up to the competition. What is the OpenCV AI Kit So before we get into that, lets get into the first question of What exactly is the OpenCV AI Kit or OAK. According to the creators, it is a tiny, powerful, open source Spatial AI system. So you can think of it as if an embedded 4k camera and neural compute stick had a baby, make that two babies OAK-1 and OAK-D Difference between the OAK 1 – OAK D Now What sets these two devices apart is that the OAK-1 has automatic motion-based lossless digital zooming which means that the sensor has ...
Read more

How Google’s ARCore Depth API Tackles Occlusion with a Single Camera

Image
Google has taken augmented reality to a whole new level for perceiving 3D space and providing optimal AR experiences without bringing in the use of dedicated hardware like depth sensing cameras. Google’s ARCore [1] Depth API is capable of creating depth maps with just a single camera. For those who don’t know, ARCore is Google’s platform for augmented reality runtime and an SDK for Android and iOS. With this, developers can easily do positional tracking, surface detection and various other estimations. When moving your phone with a single camera, Depth API [2] will take multiple pictures around you and then compare those images to estimate the distance from each pixel to create a 3-dimensional structure of your surroundings making it possible to project real-world instances of objects into the current frame. ARCore visualizations How the Magic Happens Google says, “Depth API allows developers to use our depth-from-motion algorithms to create a depth map using a single RGB camera [3...
Read more