YOLO-NAS The Ultimate Course for Object Detection & Tracking

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Muhammad Moin

8:48:33

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1. YOLO-NAS New Object Detection Model

1. YOLO-NAS A New Foundation Model for Object Detection.mp4

05:34

2. YOLO-NAS New YOLO Object Detection Model Beats YOLOv6 & YOLOv8.mp4

05:15

3. What's New in YOLO-NAS Is YOLO-NAS the Future of Object Detection.mp4

05:05

2. YOLO-NAS Implementation Windows

1. Introduction.mp4

00:32

2.1 YOLO_NAS_Webcam_Images_Videos.zip

2. Object Detection on Images.mp4

24:10

3.1 YOLO_NAS_Webcam_Images_Videos.zip

3. Object Detection on Videos.mp4

11:46

4.1 YOLO_NAS_Webcam_Images_Videos.zip

4. Object Detection with YOLO-NAS on Live Webcam Feed.mp4

08:18

3. YOLO-NAS Implementation Google Colab

1.1 yolonas_object_detection_images_videos.zip

1. Run YOLO-NAS in Google Colab.mp4

16:05

4. Training Custom YOLO-NAS

1.1 train_yolonas_custom_dataset_potholes_complete (1).zip

1. Potholes Detection using YOLO-NAS.mp4

43:46

2.1 train_yolonas_custom_dataset_ppe.zip

2. Personal Protective Equipment (PPE) Detection using YOLO-NAS.mp4

29:02

3.1 YOLO_NAS_Webcam_upload.zip

3. Real Time Custom Object Detection (PPE Detection) with Webcam and Export Model.mp4

33:54

5. YOLO-NAS Object Tracking

1. Introduction.mp4

00:49

2.1 YOLO_NAS_Object_Tracking_Pycharm.zip

2. Read Image Using OpenCV.mp4

12:27

3.1 YOLO_NAS_Object_Tracking_Pycharm.zip

3. Read and Display Video Using OpenCV.mp4

11:32

4.1 YOLO_NAS_Object_Tracking_Pycharm.zip

4. Read, Display & Write Video Using OpenCV.mp4

05:25

5.1 YOLO_NAS_Object_Tracking_Pycharm.zip

5. Capture Video From Camera Using OpenCV.mp4

03:17

6.1 YOLO_NAS_Object_Tracking_Pycharm.zip

6. Object Detection on Images using YOLO-NAS.mp4

08:13

7.1 YOLO_NAS_Object_Tracking_Pycharm.zip

7. Object Detection on Videos using YOLO-NAS.mp4

30:12

8.1 YOLO_NAS_Object_Tracking_Pycharm.zip

8. Object Tracking using YOLO-NAS.mp4

32:34

9.1 YOLO_NAS_Object_Tracking_Pycharm.zip

9. Vehicles Counting (Entering and Leaving) using YOLO-NAS and SORT Object Tracking.mp4

33:28

6. YOLO-NAS Apps

1.1 YOLO_NAS_SIGN_LANGUAGE_WEBCAM (3).zip

1. Real Time Sign Language Alphabets Detection using YOLO-NAS.mp4

42:31

2.1 FaceMaskData.zip

2. Real Time Face Mask Detection using YOLO-NAS.mp4

47:23

3.1 YOLO_NAS_FIRE_DETECTION.zip

3. Fire Detection using YOLO-NAS.mp4

21:55

4.1 YOLO_NAS_Car_Counter.zip

4. Vehicles Counting using YOLO-NAS and SORT Object tracking.mp4

39:45

5.1 YOLO_NAS_People_Counter.zip

5. People Counter using YOLO-NAS and SORT Object Tracking.mp4

55:35

Description

YOLO-NAS, Train Custom Dataset, Object Detection, Segmentation, Tracking, Real World 12+ Projects, Streamlit 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?
How to run a YOLO-NAS program for Object Detection
Finding the appropriate dataset
Data annotation/labeling/ Automatic Dataset Splitting
How to train/ fine-tune YOLO-NAS on custom dataset, transfer learning
Multiple Object Tracking using YOLO-NAS
Potholes Detection using YOLO-NAS
Personal Protective Equipment (PPE) Detection using YOLO-NAS
Real Time Custom Object Detection (PPE Detection) with Webcam and Export Model
Vehicles Counting (Entering and Leaving) using YOLO-NAS and SORT Object Tracking
Real Time Sign Language Alphabets Detection using YOLO-NAS
Real Time Face Mask Detection using YOLO-NAS
Fire Detection using YOLO-NAS
Vehicles Counting using YOLO-NAS and SORT Object tracking
People Counter using YOLO-NAS and SORT Object Tracking
Privacy Blurring using YOLO-NAS
License Plate Detection and Recognition using YOLO-NAS
Plastic Bottles Counting in a Manufacturing Line using YOLO-NAS and Sort ALgorithm
Real World 12 + Projects with YOLO-NAS: Unleashing the Power of YOLO-NAS
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 is this 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

What You Need to Know?

Python Programming experience is an advantage but not required

Laptop/PC

More details

Description
Welcome to the YOLO-NAS: The Ultimate Course for Object Detection & Tracking with Hands-on Projects,Â Applications and WebApps development. YOLO-NAS is a next-generation object detection model that has been developed using the Neural Architecture Search (NAS) technology.
Topics covered in this course:
Introduction to YOLO-NAS
YOLO-NAS: New YOLO Object Detection Model Beats YOLOv6 & YOLOv8
What's New in YOLO-NAS | Is YOLO-NAS the Future of Object Detection?
YOLO-NAS Object DetectionÂ in Windows
Object Detection on Images
Object Detection on Videos
Object Detection with YOLO-NAS on Live Webcam Feed
Run YOLO-NAS Model in Google Colab
How to find the dataset
Data annotation/labeling/ Automatic Dataset Splitting
How to train YOLO-NAS using custom dataset, transfer learning
Potholes Detection using YOLO-NAS
Personal Protective EquipmentÂ (PPE) Detection using YOLO-NAS
Real Time Custom Object Detection (PPE Detection) with Webcam and Export Model
Introduction to Multi-Object Tracking
Object Tracking using YOLO-NAS and SORT
Vehicles Counting (Entering and Leaving) using YOLO-NAS and SORT Object Tracking
Real Time Sign Language Alphabets Detection using YOLO-NAS
Real Time Face Mask Detection using YOLO-NAS
Fire Detection using YOLO-NAS
Cars Counting using YOLO-NAS and SORT Object tracking
People Counter using YOLO-NAS and SORT Object Tracking
Plastic Bottles Counting in a Manufacturing Line using YOLO-NAS
Automatic Number Plate Recognition using YOLO-NAS
Privacy Blurring using YOLO-NAS
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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Machine Learning | Computer Vision Engineer with over 3 years of experience working in AI product development. I have worked on state of the art Object Detection and Tracking algorithms including YOLOv8, YOLOv7, YOLOR, YOLOv4 in Tracking I have reviewed and implemented, SORT, DeepSORT and ByteTrack in different projects. I also have an hands on experience on Classical and Traditional Machine Learning Algorithms. I have also reviewed and implemented state of the art Deep Learning Algorithms in different project which include VGG16, ResNet50, GoogLeNet, MobileNet. I have expertise in Natural Language and Time Series Forecasting as well and done plenty of project for different clients as well. I have created a real time Stock Price Forecasting Web App using state of the art Time Series Forecasting Model. I have done deployment on AWS servers, Google Cloud and Heroku as well.

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