Results for: machine vision
Exploring AIMET’s Quantization-aware Training Functionality
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In Exploring AIMET’s Post-Training Quantization Methods, we discussed Cross-layer Equalization (CLE), Bias Correction, and AdaRound in AIMET. Using these methods, the...
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Exploring AIMET’s Post-Training Quantization Methods
*/ AIMET White Paper
Usually, when you’re presented with three options, such as powerful, efficient, and low cost, you’re also faced with the conundrum where you’re only allowed to pick one...
https://developer.qualcomm.com/blog/exploring-aimet-s-post-training-quantization-methodsTags:
Neural Network Optimization with AIMET
To run neural networks efficiently at the edge on mobile, IoT, and other embedded devices, developers strive to optimize their machine learning (ML) models' size and complexity while taking advantage...
https://developer.qualcomm.com/blog/neural-network-optimization-aimetTags:
Developers Helping Smart Cities Be Smarter
By 2050 the world’s urban population is expected to nearly double, making urbanization one of the 21st century’s most transformative trends. Given this, cities all over the world are launching smart...
https://developer.qualcomm.com/blog/developers-helping-smart-cities-be-smarterTags:
Handling Moving Objects in Video Capture
Computer vision applications often need to process multi-frame images, such as those acquired through video capture. As a result, one of the most important aspects of this processing is the ability...
https://developer.qualcomm.com/blog/handling-moving-objects-video-captureTags:
How to use AI to enhance today’s wearables
Wearables have been part of our lives for years, but now we are at a convergence point for wearables where hardware and software, in combination with artificial intelligence (AI), can help improve...
https://developer.qualcomm.com/blog/how-use-ai-enhance-today-s-wearablesTags:
The Developer Opportunity for Automotive Infotainment
An in-vehicle infotainment (IVI) system is a collection of hardware and software modules installed in a vehicle that provides digital information systems and entertainment functionality. Over the...
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Using High Performance Vision Processing for IoT
A myriad of mobile devices today feature built-in cameras that, when paired with onboard processors, provide intelligent image capture and vision processing capabilities. These capabilities are being...
https://developer.qualcomm.com/blog/using-high-performance-vision-processing-iot