TensorFlow 2 Object Detection API Tutorial

preview_player
Показать описание
#pythonprogramming #machinelearning #tensorflow #python

In this episode, I try the Object Detection Tutorial for Tensorflow 2.2

FOLLOW ME

SUPPORT THE CHANNEL or get MENTORING :

TIMESTAMPS

00:00 Introduction
00:26 Trying the TensorFlow 2 Object Detection API Tutorial
02:17 The Tensorflow 2 Model Zoo
02:40 Understanding mAP and other metrics for models
06:17 Trying the first object detection model and resolving a compile error
10:55 Trying a better Object detection model

RESOURCES

Google Colab Object Detection Tutorial

  1. CODE MENTAL
Рекомендации по теме
TensorFlow 2 Object 0:12:12

TensorFlow 2 Object Detection API Tutorial

Install Tensorflow Object 0:28:03

Install Tensorflow Object Detection From Scratch in 5 Steps | Python Deep Learning

How to Install 0:26:33

How to Install Tensorflow 2 Object Detection

Tensorflow 2 Custom 0:56:47

Tensorflow 2 Custom Object Detection Model (Google Colab and Local PC)

Tensorflow 2 Object 0:27:08

Tensorflow 2 Object Detection API Tutorial with a GPU in Windows 10

How to Train 0:23:18

How to Train TensorFlow Lite Object Detection Models Using Google Colab | SSD MobileNet

Tensorflow Object Detection 5:25:42

Tensorflow Object Detection in 5 Hours with Python | Full Course with 3 Projects

How To Train 0:30:07

How To Train an Object Detection Neural Network Using TensorFlow (GPU) on Windows 10

TFOD 2.0 Custom 0:47:08

TFOD 2.0 Custom Object Detection Step By Step Tutorial

Introduction to Tensorflow 0:09:39

Introduction to Tensorflow 2 Object detection API- Part 1

TensorFlow Object Detection 0:40:11

TensorFlow Object Detection | Realtime Object Detection with TensorFlow | TensorFlow Python |Edureka

Train a Deep 0:34:33

Train a Deep Learning model for custom object detection using TensorFlow 2.x (On Google Colab)

Object Detection using 0:20:01

Object Detection using Tensorflow-2 API !! Part 1:- Creating virtual environment

How to Build 0:22:54

How to Build Object Detection APIs Using TensorFlow and Flask

Object Detection using 1:18:03

Object Detection using Tensorflow-2 API !! Part 3:- Installing and running Object Detection

Install Tensorflow Object 0:05:42

Install Tensorflow Object Detection API and create a sample

Training a Custom 0:33:14

Training a Custom Object Detector with TensorFlow 2.0 Custom Object Detection API 2020

How to Train 0:28:25

How to Train EfficientDet in TensorFlow 2 Object Detection

Step05: Install COCO 0:06:16

Step05: Install COCO API and Object Detection API | TensorFlow

Tensorflow Object Detection 0:01:31

Tensorflow Object Detection API.

TensorFlow Object Detection 0:11:25

TensorFlow Object Detection API Tutorial | Object Detection API | TensorFlow Tutorial | Simplilearn

How to Setup 0:09:27

How to Setup Tensorflow 2 Object Detection on the Raspberry PI [ Tutorial ]

Object Detection on 0:44:00

Object Detection on Custom Dataset with TensorFlow 2 and Keras in Python

Tensorflow 2 Object 0:07:11

Tensorflow 2 Object Detection with Webcam and Videos

Комментарии
Автор

Hi Armindo.... Its again me😅. Today i found many answers for my questions in your videos.
What kind of object Detection model would you recomend for running on a pi4? (Live video, tracking a objekt or person) did you have some experiences?

At the moment iam using ssd mobilenet v2 from the tf1 model zoo. And could get around 3-4 fps.

RudolfZobel
Автор

Thank you for the tuto, I want to try it with different category_index clothes ( t-shirt, coat, shoes...) but it didn't work can you help me please

hadilaffes
Автор

Hi, can you please guide me on how can I find the confusion matrix, if I am using ssd_mobnet model of object detection API?

annie