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30-Day Money-Back Guarantee

This course includes:

  • 3 hours on-demand video
  • Full lifetime access
  • Access on mobile and TV
IT & Software Other IT & Software Object Detection

YOLO-V3 using Darknet Framework On NVIDIA GPU Without Coding

This is course having 3 Basic things one is Deep learning RIG, second is NVIDIA GPU, Third is UBUNTU 18.04 LTS OS
Rating: 4.3 out of 54.3 (12 ratings)
98 students
Created by Dhavalshree Khedkar
Last updated 12/2019
English
English [Auto]
30-Day Money-Back Guarantee

What you'll learn

  • Object Detection using YOLO
  • Deep learning
  • Machine learning
  • Custom Object Detection
  • Video Analysis finding the objects in video

Requirements

  • Basic idea about UBUNTU (linux) commands
  • What is Neural Network
  • Artificial Neuron

Description

Hello all students this the the course designed for practical implementations of YOLO-v3 using Darknet Framework. This Framework helps YOLO to detect custom objects, in Videos and Images. Many students are doing their PHD and degrees in Machine learning this course will help them to complete their projects it's like performance boosting in their field .. Some Industries required object detection in their surveillance cameras.

Who this course is for:

  • PHD in ML
  • Degree in ML

Course content

9 sections • 25 lectures • 2h 48m total length

  • Preview01:30

  • Preview01:34

  • What is YOLO ? (Brief Introduction)
    03:37

  • What is Darknet Framework for YOLO ?
    04:19

  • Hardware Requirements for Course
    09:30

  • Install Darknet Framework
    02:08

  • How to use Darknet framework
    08:15

  • Setup Environment on Deep learning machine
    01:50
  • Setup Environment on Deep learning machine (Install Graphics drivers)part-1
    03:23
  • Setup Environment on Deep learning machine (Install Graphics drivers)part-2
    00:56
  • Setup Environment on Deep learning machine (Install CUDA 10.1)
    11:21
  • Setup Environment on Deep learning machine (Install cuDNN)
    09:44
  • Setup Environment on Deep learning machine (Install OpenCV 3.4)part-1
    05:17
  • Preview09:16

  • Train using Darknet Framework
    00:37
  • Train using Darknet Framework (method-1)part-1
    07:58
  • Train using Darknet Framework (method-1)part-2
    13:45
  • Train using Darknet Framework (method-1)part-3
    10:29
  • Train using Darknet Framework (method-1)part-4
    07:35
  • Train using Darknet Framework (method-1)part-5
    12:26
  • Train using Darknet Framework (method-1)part-6
    05:43
  • Train using Darknet Framework (method-1)part-7
    15:51
  • Train using Darknet Framework (method-1)part-8
    10:51
  • Train using Darknet Framework (method-2)part-1
    08:17
  • Train using Darknet Framework (method-2)part-2
    02:30

Instructor

Dhavalshree Khedkar
IT Engineer
Dhavalshree Khedkar
  • 4.3 Instructor Rating
  • 12 Reviews
  • 98 Students
  • 1 Course

Hello everyone I'm Dhavalshree Khedkar, I love to make things simple and easy to understand. And I'm pursuing my Batchelor's Degree in IT field because of that I'm very happy to make content which helps you guys. It's my eager to learn new technology, and by understanding new tech I make such videos.

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