YOLOX

Dashboard PRO

Computer Vision Analytics Dashboards are a Game Changer.

Build a Full-Stack end-to-end RTSP Dashboard in 14 days!

ENROLL IN COURSE
 

The Problem 

To develop an end-to-end Computer Vision application, for your client, you have 2 Options:

  1. Use a Third-Party Online Service
  2. Develop the Dashboard Yourself

 

Online Service 

Pros

  • Quick to build & Deploy

Cons

  • Expensive Monthly Cost
  • Limited Models & Functionality
  • Not Privacy focused 

 

Build it Yourself  

Pros

  • Can deploy anywhere
  • Feature rich, flexible
  • Use any model, library
  • No Monthly costs
  • Not hosted on 3rd Party - Thus data is private & Secure

Cons

  • Need to have programming background
  • Not many tutorials/courses on how to build CV Dashboards.

Presenting the Solution

YOLOX Dashboard

PRO

Build a Full-Stack Deployable Traffic Analytics Dashboard from Scratch using YOLOX

 

YOLOX is Fast!

3.8%

More Accurate than YOLOv5

66%

Faster than EfficientDet

"If you want to develop your own Deployable Vision Dashboard without being tied to costly & limited 3rd Party Services & Customize your Dashboards the way you want it, then this course is for you!"

Code

8 Hours+ Content

Beginner Friendly

Lifetime Access

Curriculum

Module 1

Object Detection

YOLOX Basics

  • Introduction to YOLOX
  • YOLOX Paper Review
  • Loss Function
  • Evaluation Metrics
  • Intersection Over Union
  • Non-Max Suppression
  • Mean Average Precision
  • YOLOX on Video/Image
  • YOLOX Live Inference 

 

Module 2

Training Custom YOLOX

  • Data Collection
  • Data Augmentation
  • Dataset Bias & Health
  • How to tune your training parameters
  • How to analyze your model performance
  • Active learning for faster automated annotation

 

Module 3+4

YOLOX + Tracking

  • Object Tracking Basics
  • SOTA exploration and Paper Review
  • Implementing Basic Tracking Architecture
  • Multi-Object Tracking (MOT) 
  • Integrating YOLOX with SORT
  • App 1- Detect & Track Vehicles
  • App 2 - Count & Sort Vehicles
  • App 3 - Identify Direction Trajectories
  • App 4 - Speed Calculation
  • Track from LIVE RTSP Camera

 

Module 5

Traffic Flow Dash App

Build a Full-Stack Vision Analytics Dashboard
  • Dashboard Basics
  • Plotly Dash fundamentals
  • Dash User Interface Planning
  • HTML Elements
  • Dash Core Components
  • Visualizations - UI Widgets
  • Visualizations - Graphs
  • Visualizations - Pie Charts & Sunburst Charts
  • Bootstrapping Dash
  • Layout Design & Styling
  • Putting it all together  - YOLOX + Tracking Inference Integration in Dashboard
  • Enhancing the Dashboard 
  • Deploy Solution

 

DOWNLOAD FULL CURRICULUM

The Dashboard

Dashboard Features

Graph / Charts

User Interface Design & Development

Interaction Widgets

Web App Deployment 

Heatmaps

Speed Trajectory Calulcations

Class Selection

Multi-RTSP Cameras [$10k Goal]

Bonuses

Your Instructors

Ritesh Kanjee

  • 92k Subscribers - YouTube

  • 60k Students - Augmented Startups

  • M(Eng.) Electronic - University of Joburg

Rohit Kukreja

  • Deep Learning & CV Expert

  • Data Analyst 

  • Freelancer & Lecturer

Course Development Timeline

1st Dec.

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

Dec. - Feb 2022.

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

30th March. 2022

Course is finalized with updates to the course.

Pricing

Early Bird Special Ends in:

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DAYS

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HOURS

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SECS

YOLOX Starter

$49

ONCE OFF

  • [Module 0] YOLOX Intro + Theory
  • [Module 1] YOLOX Inference 
  • [Module 2] YOLOX Training

  • 3 Roboflow Training Credits

  • LIFETIME ACCESS to YOLOX STARTER

  • Technical Support via Chat

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

  • Discord & Facebook Community

  • [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 

[Normal Price $79]

PREORDER FOR $49

YOLOX PRO

$149

ONCE OFF

  • [Module 0] YOLOX Intro + Theory
  • [Module 1] YOLOX Inference 
  • [Module 2] YOLOX Training
  • [Module 3] YOLOX Object Tracking

  • 5 Roboflow Training Credits

  • LIFETIME ACCESS to YOLOX PRO

  • Technical Support via Chat 

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

  • 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

[Normal Price $379]

PREORDER FOR $149

YOLOX PRO + CV Dashboard

$299

🔥ONCE OFF🔥

  • [Module 0] YOLOX Intro + Theory
  • [Module 1] YOLOX Inference 
  • [Module 2] YOLOX Training
  • [Module 3] YOLOX Object Tracking
  • [Module 4] 4-YOLOX Apps
  • [Module 5] YOLOX Traffic Flow Dashboard
    • [Section 1] - Dashboard Fundamentals
    • [Section 2] - User Interface (UI) Planning
    • [Section 3] - HTML Elements
    • [Section 4] - Graphs, Charts & UI Widget
    • [Section 5] - Bootstrap Dash
    • [Section 6] - Layout Design & Styling
    • [Section 7] - Computer Vision Integration
    • [Section 8] - Dash Enhancement
    • [Section 9] - Deploy AI Web-app Solution
    • [Section 10] - Moving Forward with YOLOX Dashboards

  • 10 Roboflow Training Credits

  • LIFETIME ACCESS to YOLOX PRO

  • 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

[Normal Price $2938]

PREORDER FOR $299

It will cost you:

$2938+

Without this Course, to hire a developer to build a dashboard for you. That is 73+ hours at $40 per hour.

$299

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

FAQ

Still Have Questions?

Contact me on WhatsApp

Testimonials

[YOLOR PRO]

ENROLL