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Low Code No Code Platform for Developing AI algorithms
Manage episode 509295656 series 3574631
Revolutionizing edge computing just got easier. This eye-opening exploration of ST Microelectronics' ST-IoT Craft platform reveals how everyday developers can now harness the power of artificial general intelligence without writing a single line of code.
The modern IoT landscape presents a paradox: billions of devices generate zettabytes of valuable data, yet transforming that raw information into intelligent systems remains frustratingly complex. ST's innovative low-code/no-code platform elegantly solves this problem by distributing intelligence across three key components: smart sensors with embedded AI algorithms, intelligent gateways that filter data transmission, and cloud services that handle model training and adaptation.
At the heart of this revolution is truly remarkable in-sensor AI technology. Imagine sensors that don't just collect data but actually think – detecting whether a laptop is on a desk or in a bag, whether an industrial asset is stationary or being handled, or whether a person is walking or running. These decisions happen directly on the sensor itself, dramatically reducing power consumption and network traffic while enabling real-time responses. The platform offers 31 different features including mean, variance, energy in bands, peak-to-peak values, and zero crossing that can be automatically selected and applied to your data.
What makes ST-IoT Craft truly accessible is its browser-based interface with six pre-built examples spanning industrial and consumer applications. Users can visualize sensor data in real-time, train models with a single button click, and deploy finished solutions directly to hardware – all without diving into complex code. The platform even handles the intricate details of filter selection, feature extraction, window length optimization, and decision tree generation automatically.
Ready to transform your IoT projects with embedded intelligence? Visit stcom, search for ST-IoT Craft, and discover how you can teach your sensors to think – no coding required.
Learn more about the EDGE AI FOUNDATION - edgeaifoundation.org
פרקים
1. Introduction to Low-Code AGI Platform (00:00:00)
2. ST-IoT Craft Platform Overview (00:01:27)
3. In-Sensor AI Technology Explained (00:04:23)
4. Flash and Run Examples (00:06:17)
5. Data Management and Model Training (00:09:19)
6. IoT System Architecture (00:15:42)
7. Summary and Power Efficiency Benefits (00:19:00)
60 פרקים
Manage episode 509295656 series 3574631
Revolutionizing edge computing just got easier. This eye-opening exploration of ST Microelectronics' ST-IoT Craft platform reveals how everyday developers can now harness the power of artificial general intelligence without writing a single line of code.
The modern IoT landscape presents a paradox: billions of devices generate zettabytes of valuable data, yet transforming that raw information into intelligent systems remains frustratingly complex. ST's innovative low-code/no-code platform elegantly solves this problem by distributing intelligence across three key components: smart sensors with embedded AI algorithms, intelligent gateways that filter data transmission, and cloud services that handle model training and adaptation.
At the heart of this revolution is truly remarkable in-sensor AI technology. Imagine sensors that don't just collect data but actually think – detecting whether a laptop is on a desk or in a bag, whether an industrial asset is stationary or being handled, or whether a person is walking or running. These decisions happen directly on the sensor itself, dramatically reducing power consumption and network traffic while enabling real-time responses. The platform offers 31 different features including mean, variance, energy in bands, peak-to-peak values, and zero crossing that can be automatically selected and applied to your data.
What makes ST-IoT Craft truly accessible is its browser-based interface with six pre-built examples spanning industrial and consumer applications. Users can visualize sensor data in real-time, train models with a single button click, and deploy finished solutions directly to hardware – all without diving into complex code. The platform even handles the intricate details of filter selection, feature extraction, window length optimization, and decision tree generation automatically.
Ready to transform your IoT projects with embedded intelligence? Visit stcom, search for ST-IoT Craft, and discover how you can teach your sensors to think – no coding required.
Learn more about the EDGE AI FOUNDATION - edgeaifoundation.org
פרקים
1. Introduction to Low-Code AGI Platform (00:00:00)
2. ST-IoT Craft Platform Overview (00:01:27)
3. In-Sensor AI Technology Explained (00:04:23)
4. Flash and Run Examples (00:06:17)
5. Data Management and Model Training (00:09:19)
6. IoT System Architecture (00:15:42)
7. Summary and Power Efficiency Benefits (00:19:00)
60 פרקים
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