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YOLOv7 

Computer Vision

Pro Course

Become an End-to-End YOLOv7 Computer Vision specialist in just 4 Weeks!

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YOLOv7 is the fastest and most accurate Object Detection 

Model

 

According to InsideMachineLearning.

The Swiss Army Knife of Computer  Vision. 

 

Presenting

 

YOLOv7 

Computer Vision Pro Course

Become a YOLOv7 Object Detection Pro Specialist in just 4 Weeks.

  1. Introduction - YOLOv7 and research paper discussion
  2. Training - Custom YOLOv7
  3. YOLOv7 + Tracking Intro - Multi-Object Tracking and Integration
  4. YOLOv7 Conversion- Pytorch, ONNX, OpenVINO, TensorRT 
  5. Flask Integration - Integration with Yolov7
  6. Apps - Security with Dashboard, Mining Safety Check, Retail Heat Maps, Agriculture Count Fruit, Traffic, Vehicle Counting, License Plate Recognition, Gaming Aimbot, Whiteboard Drawings generation.
  7. Pose Estimation  Pose Estimation Basics with Push-up Counting, Bicep Curl Application, Yoga Pose Identification and Fall Detection 
  8. Object Segmentation  Installation of Conda, Running it on Google Colab, Dataset Collection, Annotation and using Roboflow for Dataset Augmentation, Running the model

"If you want to build Full-Stack Computer Vision Apps with YOLOv7,

then this course is just for you!"

10 Hours+ Content

Code + Datasets

Beginner Friendly

Lifetime Access

Curriculum

Computer Vision course

Module 1

Introduction & Getting Started

  • Introduction to YOLOv7 
  • YOLOv7 Architecture
  • Run YOLOv7 on Windows 10/11
  • Run YOLOv7 on Ubuntu
  • Run YOLOv7 on Google Colab
  • Research Paper

Module 2

Training Custom YOLOv7

  • Training Process of YOLOv7
  • Training your Custom YOLO7 Model
  • Data Collection
  • Data Annotation
  • Dataset Bias & Health
  • Data Pre-processing
  • Data Augmentation
  • Roboflow train
  • Training Prerequisites
  • How to tune your training parameters
  • How to analyze your model performance
  • Active learning for faster automated annotation
  • Training Model
    Deploying Model

Module 3

YOLOv7 + Tracking

  • Multi-Object Tracking (MOT)
  • Integrating YOLOv7 with Byte Track
  • Integrating YOLOv7 with Nor-Fair
  • Integrating YOLOv7 + Tracking with Streamlit

Module 4

Flask Integration

  • How to connect Flask with Yolov7
  • Fundamentals of Computer Vision with Front-End WebApp
  • Integration of YOLOv7 with front end
  • Widget and Buttons
  • Minimalistic Front End Design

Module 5

Apps

  • Security with Dashboard
  • Mining Safety Check
  • Retail Heat Maps
  • Agriculture Count Fruit
  • Traffic, Vehicle Counting
  • License Plate Recognition
  • Gaming Aimbot
  • Whiteboard Drawings Generation

Module 6

YOLOv7 Conversion

  • PyTorch
  • ONNX
  • TensorFlow
  • OpenVINO
  • TensorRT

Module 7 - Pose Estimation 

Module 7 Lectures

  • Getting started with YOLOv7 Pose Estimation
  • Push up Counting
  • Bicep Curl Application
  • Fall Detection 
  • Yoga Pose Identification & Correction

Module 8

Object Segmentation

  • Install & Run on Ubuntu (Conda)
  • Run on Google Colab
  • Dataset Collection
  • Dataset Annotation - Segmentation Masks
  • Dataset Health Checker 
  • Dataset Augmentation 
  • Training Segmentation model with YOLOv7 on GPU
  • Running/deploying Model
  • Estimate pixel area of each segmentation mask and overlay it on Potholes (real-time)
  • Segmentation with tracking and UI
  • YOLOv7 Panoptic Image Captioning

App 1

Security with Dashboard

App 2

Mining Safety Check (Hard hat, Glasses, and Vest)

App 3

Retail Heat Maps - Check heatmaps density

Face Privacy Blurring

App 4

Agriculture Count Fruit and display on Widget

Face Privacy Blurring

App 5

Traffic, Vehicle Counting, Tracking, and speed calculation

Hair Color Changer UNET

App 6

License Plate Recognition with Dashboard - Easy OCR

App 7

Gaming Aimbot with YOLOv7

Cell Nuclei Segmentation

App 8

Whiteboard Drawings to Web page generation

Brain Tumor Segmentation

Bonuses

Certification

Once you complete the course, you will graduate with an Official Certificate embedded with a unique ID that you can share on LinkedIn.

Your Instructor

Ritesh Kanjee

  • 100k+ Subscribers  YouTube

  • 71k Students Augmented Startups

  • M(Eng.) Electronic University of Joburg

  • 13k+ Followers LinkedIn

Course Development Timeline

1st Oct. 2022

The YOLOv7 Course Development commences. During this time lectures will be created and rolled out to you as they are completed.

Oct.- Dec. 2022

The beta version of the course will be completed. Feedback on lessons is collected and updates are rolled out based on your feedback.

31st Jan. 2022

The course is finalized with updates to the course.

Pricing

Early Bird Pricing Ends in:

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YOLOv7 PRO Course

$299

🔥ONCE OFF🔥

[Module 1] 
Introduction

  • [Module 2]
    Training Custom YOLOv7
  • [Module 3] 
    YOLOv7 + Tracking Intro
  • [Module 4] 
    YOLOv7 Conversion
  • [Module 5] 
    Flask Integration
  • [Module 6] 
    • App 1 - Security with Dashboard
    • App 2Mining Safety Check 
    • App 3 - Retail Heat Maps
    • App 4 - Agriculture Count Fruit
    • App 5 - Traffic, Vehicle Counting, Tracking
    • App 6 - License Plate Recognition
    • App 7 - Gaming Aimbot with YOLOv7
    • App 8 - Whiteboard Drawings generation
  • [Module 7]
    Pose Estimation
  • [Module 8] 
    Object Segmentation

  • LIFETIME ACCESS to YOLOv7 PRO

  • VIP Technical Support via Chat 

  • 1x Private 1-on-1 Coaching Session with Ritesh Kanjee

  • ACCESS Anywhere, Anytime on the Web or through the Kajabi app (iOS & Android)

  • WhatsApp, Discord & Facebook Community

  • Certificate of Completion

  • [Bonus 1] Neural Networks Fundamentals Nano Course
  • [Bonus 2] Accelerate Deep Learning on RPi Course 
  • [Bonus 3] Project EDITH AI Glasses Course 
  • [Bonus 4] Face Detection Attendance Project in PyQt (1-hour) 
  • [Bonus 5] YOLOv5 Chess Piece Colab Training and Testing
  • [Bonus 6] 5 Hour OpenCV Python Course

[$299]

CYBER MONDAY SPECIAL 

50% Off for the Next 20 People [$149.5]  

It will cost you:

$5900+

Without this Course, to hire a developer to develop an end-to-end YOLOv7 for you. That is 73+ hours at $40 per hour.

$299[$974]

Early Bird Prices

By enrolling in this course, you save thousands of dollars and you are able to develop custom model for your own clients.

FAQ

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