Traditional Image Processing vs. Deep Learning

  Enquiry / contact me

Decoding the dichotomy

Artificial Intelligence, Vision & Identification

Traditional Image Processing vs. Deep Learning
Traditional Image Processing vs. Deep Learning

HCL. Deep learning has certainly revolutionized traditional image processing. It has pushed the boundaries of Artificial Intelligence to unlock potential opportunities across industry verticals. Several challenges that once seemed impossible to solve, are now solved to a point where machines are performing better than humans. However, that does not mean that the traditional image processing techniques that have advanced in the years before the rise of DL have been made obsolete. This paper will analyze the benefits and drawbacks of each approach. It aims to provide better clarity on the subject which can help data scientists/ industries choose the most suitable method depending on the task at hand. In this paper, the word “traditional image processing” shall be used to refer to a broader area of image processing which encompasses domains of image processing, computer vision, and classical machine learning.

Posted on August 25, 2020 - (67 views)
HCL Fasteners Ltd
First Avenue Westfield Estate
BA3 4BS Radstock, Bath - United Kingdom
+44-1761-417714
+44-1761-417710
View full company profile
Location
Related articles
Mouser's Digital AI Conference is now Available On-Demand
Pregius S: IDS uEye Cameras Set New Standards
Complete Specialist AI Package with Interfaces and Sensor Technology
Advantech to Unveil the Latest in AI and IIoT at its Global IIoT Virtual Summit
AI Platform based on Nvidia Quadro GPUs
Real-time Data: How to Take Advantage of 5G Opportunities?
Augmented and Virtual Reality: The Reality Spectrum
Women in AI Summit to be Held on September 8
The EU Commission Has Financed an AI Platform for Mines that Uses Earth Observation
Cloud Computing will Boost Mobile Robotics by 2030
FLIR A8580 Compact LWIR HD Thermal Camera
FLIR A6750 SLS Thermal Camera
Thyristor Power Controllers
Highly-scalable Paperless Recorder
VisuNet HMI Systems
Microscope Optics for IR cameras
Faster Than a Speeding Bullet
Vision and Measuring Machines in Different Sizes
Faster Than a Speeding Bullet
High Precision Laser Scanner
AI Platform based on Nvidia Quadro GPUs
ABB Launches New Analytics and AI Software to Help Producers Optimize Operations in Demanding Market Conditions
Rugged COM Express Type 6 Module
Camera-based Spindle Control
Compact Embedded PC with AI Computing Power
FLIR A8580 Compact LWIR HD Thermal Camera
Scanner for Fast Tracking of Coronavirus Patient Samples
Smart Patrol Robots with Edge Gateway
PC System with 56 PCI-Express Lanes
Four-channel Laser Diode Driver Ics
Mouser's Digital AI Conference is now Available On-Demand
AI Platform based on Nvidia Quadro GPUs
Post-Corona Recovery: High demand for “Robotics Skills”
Protect Machines Using Sound, IoT and AI
5MP Camera for NVIDIA® Jetson Xavier NX™ Developer Kit
FLIR A8580 Compact LWIR HD Thermal Camera
Visual Inspection with Plug & Inspect™ Technology
Elevated Body Temperature Visualization Through Thermal Imaging
Visual Alert System in Case of Fall
Digital Platform for Energy Optimization