YOLO-NAS, OpenAI, SAM with WebApps using Flask and Streamlit

YOLO-NAS, OpenAI, SAM with WebApps using Flask and Streamlit | Udemy [Update 07/2023]
English | Size: 21.8 GB
Genre: eLearning

YOLO-NAS, Train Custom Dataset, Object Detection, Segmentation, Object Tracking, Real World 16+ Projects & Web Apps

What you’ll learn
YOLO-NAS : A New Foundation Model for Object Detection
What’s New in YOLO-NAS | Is YOLO-NAS the Future of Object Detection?
YOLO-NAS Implementation | Windows
Object Detection with YOLO-NAS on Images
Object Detection with YOLO-NAS on Videos
Object Detection with YOLO-NAS on Live Webcam Feed
Run YOLO-NAS in Google Colab
YOLO-NAS + DeepSORT Tracking
YOLO-NAS + DeepSORT Tracking on Custom Dataset
YOLO-NAS with SORT Object Tracking
Vehicles Counting (Entering and Leaving) using YOLO-NAS and SORT Object Tracking
Building a Computer Vision Web App & Why UI is important
Streamlit with YOLO-NAS Integration
Streamlit YOLO-NAS on Images
Streamlit YOLO-NAS on Videos
Deploy Your Streamlit Web Application
Streamlit App to Count the Vehicles Entering and Leaving
Empty Shelf Detection using YOLO-NAS
License Plate Detection using YOLO-NAS
Automatic Number Plate Recognition using YOLO-NAS and EasyOCR
Automatic Number Plate Recognition using YOLO-NAS and PaddleOCR
YOLO-NAS Multi-Cam Number Plate Recognition App
Face Detection using YOLO-NAS
Face Blurring using YOLO-NAS
Face Detection and Gender Classification using YOLO-NAS
Vehicle Intensity Heatmaps | YOLO-NAS
Integrating YOLO-NAS with Flask and Creating a WebApp
Personal Protective Equipment (PPE) Detection with YOLO-NAS
Web App- Personal Protective Equipment (PPE) Detection
Web App- Vehicles Counting (Entering and Leaving) using YOLO-NAS and SORT Object Tracking
Streamlit Apps with YOLO-NAS and ChatGPT
Create ChatGPT Article Generator with Python and Streamlit
Vegetables Detection with YOLO-NAS
Create a Streamlit app using YOLO-NAS and OpenAI to generate recipes
Segment Anything Model Introduction
YOLO-NAS + SAM: Image Segmentation using YOLO-NAS and Segment Anything Model

Welcome to the Course. This comprehensive course covers YOLO-NAS, Segment Anything Model, and ChatGPT, providing hands-on projects, practical applications, and web app development using Flask and Streamlit with Real World 16+ projects. The course covers Object Detection, Tracking & Web Apps Development using popular frameworks like Flask and Streamlit. The course also includes Image Segmentation using YOLO-NAS and the Segment Anything Model. But that’s not all! We go even further by delving into Streamlit Apps Development, combining the prowess of YOLO-NAS and ChatGPT.

What will you learn in this course:

YOLO-NAS : A New Foundation Model for Object Detection

What’s New in YOLO-NAS | Is YOLO-NAS the Future of Object Detection?

YOLO-NAS Implementation | Windows

Object Detection with YOLO-NAS on Images

Object Detection with YOLO-NAS on Videos

Object Detection with YOLO-NAS on Live Webcam Feed

Run YOLO-NAS in Google Colab

YOLO-NAS + DeepSORT Tracking

YOLO-NAS + DeepSORT Tracking on Custom Dataset

YOLO-NAS with SORT Object Tracking

Vehicles Counting (Entering and Leaving) using YOLO-NAS and SORT Object Tracking

Building a Computer Vision Web App & Why UI is important

Streamlit with YOLO-NAS Integration

Streamlit YOLO-NAS on Images

Streamlit YOLO-NAS on Videos

Deploy Your Streamlit Web Application

Streamlit App to Count the Vehicles Entering and Leaving

Empty Shelf Detection using YOLO-NAS

License Plate Detection using YOLO-NAS

Automatic Number Plate Recognition using YOLO-NAS and EasyOCR

Automatic Number Plate Recognition using YOLO-NAS and PaddleOCR

YOLO-NAS Multi-Cam Number Plate Recognition App

Face Detection using YOLO-NAS

Face Blurring using YOLO-NAS

Face Detection and Gender Classification using YOLO-NAS

Vehicle Intensity Heatmaps | YOLO-NAS

Integrating YOLO-NAS with Flask and Creating a WebApp

Personal Protective Equipment (PPE) Detection with YOLO-NAS

Web App- Personal Protective Equipment (PPE) Detection

Web App- Vehicles Counting (Entering and Leaving) using YOLO-NAS and SORT Object Tracking

Streamlit Apps with YOLO-NAS and ChatGPT

Create ChatGPT Article Generator with Python and Streamlit

Vegetables Detection with YOLO-NAS

Create a Streamlit app using YOLO-NAS and ChatGPT to generate recipes

Segment Anything Model Introduction

YOLO-NAS + SAM: Image Segmentation using YOLO-NAS and Segment Anything Model

Who this course is for:
For Everyone who is interested in Computer Vision
For Everyone who study Computer Vision and want to know how to use YOLO for Object Detection
For Everyone who wants to learn the latest YOLO-NAS version
Building Deep learning Apps with Computer Vision
Building Web Apps with Computer Vision

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