Cloud Vision Api on the Raspberry Pi with GoPro Camera

#CloudVisionApi #ComputerVision #ObjectDetection #RaspberryPi #GoPro #AI #MachineLearning #Tutorial #ScienceandTechnology #ArtificialIntelligence #VertexAI #AIServing #AIDeployment **This video is best viewed with the 1080p60 HD setting In this video conduct and experiment to determine the performance of performing object detection on the Raspberry Pi using Google's Cloud Vision Api to run object detection in the cloud. WARNING!!! This project can incur significant charges to your google cloud account. Shutdown the project after you are done to prevent additional billing to your account. Here is the list of topics explained in this video: 1. Cloud Vision Api - What is it? - (2:05) 2. Topics in this Demo - (2:43) 3. Enable Cloud Vision Api in your Google Cloud Platform Project - (3:26) 4. Create service account and get Api key file - (5:23) 5. Open Google Cloud-Vision colaboratory notebook and run the sample code - (7:53) 6. Clone the Cloud-Vision-Api GitHub Repo onto our Raspberry Pi - (15:54) 7. Add bearer token to demo code - (18:38) 8. Run the gopro_cloud_vision.py demo and test object detection performance - (23:29) GitHub Google Colaboratory notebooks https://github.com/BlackMagicAI/Cloud-Vision-Api Google Colaboratory Introduction videos Introduction to Google Colaboratory - AI & Machine Learning Workshop - Part 4 (https://youtu.be/y7_UTqwx5Y0) XOR ML Example - AI & Machine Learning Workshop - Part 8 (https://youtu.be/I_Xuwa9tHZk) Previous Raspberry Pi Object detection videos Tiny-Yolo 3 on a Raspberry Pi using a GoPro Camera (https://youtu.be/jwgcDGFyXIY) Tiny-Yolo 3 on the Raspberry Pi (https://youtu.be/SWrTS63zgoU) Hardware configuration -Auvidea 70501 HDMI to CSI-2 bridge -GoPro Hero 7 Black -Insignia - Micro HDMI to HDMI Adapter - Black Model: NS-HG1182 SKU: 6167620 -Raspberry Pi 3 Model B+1.4 GHz Cortex-A53 with 1 GB Ram Raspian 10 (buster) OS Python 3.7.3 installed Like/follow us on Facebook: https://www.facebook.com/Black-Magic-AI-109126344070229 Check out our Web site: https://www.blackmagicai.com/ Background Music Royalty Free background music from Bensound.com.