Today we have a great variety of multimedia applications, including the ape plications for audio processing, speech recognition, automatic machine translation, text-to-speech, speaker recognition, and authentication. We also have image classification, object (face, person) detection, and semantic segmentation for imaging prospects.
These images require a lot of computes in order to enhance the image quality. This can be done with a wide array of products, such as mobile devices, automotives, wearables, and the Internet of Things (IoT). A lot of this can also be done using the edge devices but often we tend to offload a lot of the computing into cloud and data centres.
Spectrum of compute engines for multimedia
There are many options available at hand today. These are various compute engines (see Fig. 1) where you have varying degrees of energy efficiency and flexibility.
The left most side in Fig. 1 has the lowest energy efficiency but with higher flexibility. There are central processing units (CPUs), graphics processing units (GPUs), general neural processing units (NPUs), specialised NPUS that can take on various types of nn workloads and then you can also go for higher level of energy efficiency with specialised engines.
The right most side engine can process a significantly larger amount of data with the highest efficiency. It comes at a tradeoff for least amount of flexibility.
Specialised engines for high efficiency
The following are some of the examples for specialised engines.
هذه القصة مأخوذة من طبعة February 2023 من Electronics For You.
ابدأ النسخة التجريبية المجانية من Magzter GOLD لمدة 7 أيام للوصول إلى آلاف القصص المتميزة المنسقة وأكثر من 9,000 مجلة وصحيفة.
بالفعل مشترك ? تسجيل الدخول
هذه القصة مأخوذة من طبعة February 2023 من Electronics For You.
ابدأ النسخة التجريبية المجانية من Magzter GOLD لمدة 7 أيام للوصول إلى آلاف القصص المتميزة المنسقة وأكثر من 9,000 مجلة وصحيفة.
بالفعل مشترك? تسجيل الدخول
Wearable Automatic ASSISTANCE GLOVE
This proposed prototype works by wearing the glove and either touching a specific finger with the thumb or pressing a special switch.
BLUETOOTH CONTROL Through Mobile
Creating a Bluetooth-controlled device with an Arduino Uno and an HC-05 Bluetooth module enables control of lights or even relays to manage AC appliances wirelessly using an Android smartphone.
Raspberry-Pi Based WAVEFORM GENERATOR
A waveform generator is a commonly used test and measurement instrument in electronics laboratories.
World's Smallest Programable INDUSPHONE DESIGN
Smartphones have become a necessity in daily life.
AUTOMATIC WIPER CONTROL For Three/Four Wheelers
The integration of a 555 timer and L293D motor driver in an automatic wiper control device presents a practical and efficient solution for enhancing driver safety and convenience.
EMS Vs Components Manufacturing: EMPLOYMENT IN ELECTRONICS INDUSTRY OF INDIA
A recent article in a leading business newspaper reported that industry executives, during a government meeting, had suggested that EMS firms create more employment than electronics component manufacturers-for every rupee invested. To verify this claim, a review was conducted with both component manufacturers and EMS firms, as well as several trade associations.
Why Did Rajguru Electronics, A Leading Distributor Of Components And Development Boards, Enter Manufacturing?
After nearly three decades in distribution, Rajguru Electronics pivoted to manufacturing, setting up a unit for its ADIY subsidiary in Bengaluru. EFY's Yashasvini Razdan interviewed CEO Dileep Jain to explore the reasons behind the shift and the company's growth strategy.
"We Are Building FUTURE ENTREPRENEURS With Drone Assembly And Maintenance Training"
AVPL is creating village-level entrepreneurs and jobs through drone technology and agriculture training. In an interview with EFY's Nitisha, Co-founder and Chairman Preet Sandhu discloses how their 70 centres across 12 states offer offline courses in RPC and agricultural spraying.
"Becoming CLEAR"
From a nonchalant teenager to authoring a book on Verilog at 25 and launching successful IPOs for startups on the US stock market, Rajeev Madhavan exemplifies how the right guidance can transform a life. This is the story of one of Silicon Valley's most influential venture capitalists, as narrated to Yashasvini Razdan.
THINKRAW INDIA'S SOLAR SOLUTIONS FOR THE AGRICULTURAL SECTOR
ThinkRaw's blend of technology and tradition is revolutionising agriculture with solar-powered solutions that enhance efficiency and sustainability in farming and aquaculture.
