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Introduction
Setting up Virtual Environment
Develop Custom Object Detection Dataset
Annotating custom dataset in YOLO format
Setup YOLO v8 repository
Train YOLO v8 custom
Run custom object detector on images
Run custom object detector on videos
Run custom object detector on webcam
Export YOLO v8 to ONNX or TFLITE
Introduction
What is EdgeTPU?
Connecting Google Coral USB Accelerator
3 steps to run an object detection model on EdgeTPU
Step 1: Compile the TFLite model
Step 2: Install the EdgeTPU runtime
Step 3: Enable EdgeTPU when running the model
Demo
EdgeTPU model code
Coral’s repository of pretrained models
Thank you for watching!
Beginning
Introduction to iSpy Agent
Thank you to my Patrons over at Patreon, and my subscribers at YouTube
Installing iSpy Agent with Docker and Docker-Compose
iSpy Agent Initial Setup
iSpy Agent Navigation
iSpy Agent Settings
Configuring iSpy Agent Views (Montage / Camera Dashes)
Adding a Camera to iSpy Agent
Editing Camera Settings
Setting up Camera Recording
Setting up Recording Storage
Add a 2nd Camera
Exploring the View Layouts
The Floor Plan layout feature
Viewing Recordings in iSpy Agent