Tensorflow Object Detection in 5 Hours with Python
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Frank
- January 26, 2022
- Object Detection
- object detection python
- object detection raspberry pi
- object detection tensorflow
- object detection tensorflow 2.0
- object detection tutorial
- object detection using tensorflow
- tensorflow object detection
- tensorflow object detection api
- tensorflow object detection api google colab
- tensorflow object detection raspberry pi
- tensorflow object detection tutorial
- tensorflow object detection tutorial for beginners
- tensorflow object detection with python
Want to get up to speed on AI powered Object Detection but not sure where to start? Want to start building your own deep learning Object Detection models? This is the course you need! In this course, you’ll learn everything you need to know to go from beginner to practitioner when it comes to deep […]
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Introduction to object detection on Raspberry Pi
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Frank
- December 13, 2021
- AI
- edge AI
- GDS: Yes
- Google Developers
- Machine Learning for Raspberry Pi
- ML for Raspberry Pi
- Object Detection
- object detection model
- pr_pr: TensorFlow
- pre-trained ML model
- pre-trained object detection
- purpose: Educate
- Raspberry Pi
- series: Coding TensorFlow
- TensorFlow
- tensorflow developer
- tensorflow developers
- Tensorflow light
- TensorFlow Lite
- TF Lite
- TFX
- type: DevByte (deck cleanup 0-10min)
In the first episode of Machine Learning for Raspberry Pi, learn how to download a pre-trained TensorFlow Lite object detection model and deploy it to your Raspberry Pi. This model can be used to recognize general objects such as an apple, a television, or a car.
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Raspberry Pi Pan Tilt Tracking with OpenCV AI Kit
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Frank
- January 22, 2021
- 3d printed eye
- AI
- animatronic eye
- ar
- artificial intelligence
- Augmented Reality
- Computer Vision
- diy robotics
- how to
- Object Detection
- opencv ai kit
- pan tilt
- pan tilt face tracking raspberry pi
- pan tilt hat raspberry pi
- pan tilt raspberry pi camera
- pan tilt servo
- pan tilt servo raspberry pi
- pimoroni pan-tilt hat for raspberry pi
- Raspberry Pi
- raspberry pi 4 projects
- raspberry pi projects
Augmented Startups shows us how to build a Pan Tilt tracking camera using a Raspberry Pi and OpenCV AI Kit.
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TensorFlow.js Object Detection Made Easy
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Frank
- September 22, 2020
- js ml
- machine learning javascript
- Object Detection
- object detection python
- object detection tensorflow
- object detection tensorflow tutorial
- object detection tutorial
- object detection using tensorflow js
- tensorflow js create model
- tensorflow js neural network
- tensorflow js object detection
- tensorflow js object detection demo
- tensorflow js object detection tutorial
- tensorflow js tutorial
- tensorflow.js
- TFJS
- tfjs tutorial
Sascha Dittmann explains how to make Object Detection in TensorFlow.js Contents: 00:00 | Intro 00:55 | Preview what I will build 01:35 | Create a Custom Vision project 03:01 | Upload & tag the images 05:41 | Train the model 06:30 | Evaluate / test the model 07:42 | Export & download the model 09:10 […]
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How I Read AI Papers
Yannic Kilcher retraces his first reading of Facebook AI’s DETR paper and explain my process of understanding it. OUTLINE: 0:00 – Introduction 1:25 – Title 4:10 – Authors 5:55 – Affiliation 7:40 – Abstract 13:50 – Pictures 20:30 – Introduction 22:00 – Related Work 24:00 – Model 30:00 – Experiments 41:50 – Conclusions & Abstract […]
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Learn OpenCV in 3 Hours with Python
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Frank
- June 9, 2020
- Computer Vision
- computer vision basics
- face
- haar
- image processing
- install opencv
- learn computer vision
- Learn OpenCV
- Learn Python
- Object Detection
- OpenCV
- opencv object detection
- opencv projects
- opencv pyhton tutorials
- opencv python
- opencv python install
- opencv python tutorial
- opencv tutorial
- opencv tutorial for beginners
- pycharm ide
- python (programming language)
- python for beginners
- python scripting tutorial
- python tutorial
- python tutorial for beginners
Here’s a great tutorial on how OpenCV. Time Index: Introduction to Images: 2:17 Installations: 4:37 Chapter 1: 9:09 Chapter 2: 17:01 Chapter 3: 27:31 Chapter 4: 34:12 Chapter 5: 44:59 Chapter 6: 50:04 Chapter 7: 56:14 Chapter 8: 1:15:37 Chapter 9: 1:40:31 Project 1: 1:46:03 Project 2: 2:15:45 Project 3: 2:56:34
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Object Detection and Tracking
Here’s an interesting computer vision project on GitHub. This doc focuses on the below example graph that performs object detection and tracking. Note that object detection is using TensorFlow Lite on GPU while tracking is using CPU. For overall context on object detection and tracking, please read this Google Developers Blog . Android […] Read […]
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How Computers Learn to Recognize Objects
Ten years ago, researchers thought that getting a computer to tell the difference between a cat and a dog would be almost impossible. Today, computer vision systems do it with greater than 99 percent accuracy. How? Joseph Redmon works on the YOLO (You Only Look Once) system, an open-source method of object detection that can […]
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How to Set Up TensorFlow Object Detection on the Raspberry Pi
Here’s a great tutorial video on how to get a Raspberry Pi to run TensorFlow object detection. There is also a written version.
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