CYBER MONDAY SALE

50% Off

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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

YOLOX Dashboard PRO

Build a Full-Stack Deployable Traffic Analytics Dashboard

from Scratch using YOLO

ENROLL

Code

8 Hours+ Content

Beginner Friendly

Lifetime Access

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!"

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

Modern UI 

Upgrade

 

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

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 Instructors

Ritesh Kanjee

  • 100k+ Subscribers  YouTube

  • 71k Students Augmented Startups

  • M(Eng.) Electronic University of Joburg

  • 13k+ Followers LinkedIn

Rohit Kukreja

  • Deep Learning & CV Expert

  • Data Analyst 

  • Freelancer & Lecturer

Pricing

YOLOX PRO + CV Dashboard

$379

🔥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

[$379]

CYBER MONDAY SPECIAL 

50% Off for the Next 20 People[$189.5]  

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.

$379

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

Testimonials

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