cAInvas on-device tinyML and AIoT solutions for IoT devices and microcontrollers Sun, 31 Aug 2025 21:44:49 +0000 en-US hourly 1 https://ai-tech.systems/wp-content/uploads/2021/01/cropped-AITS-1-1-32x32.png cAInvas 32 32 Detect the weather in images — Image tagging on cAInvas https://ai-tech.systems/detect-the-weather-in-images-image-tagging-on-cainvas/ Mon, 12 Dec 2022 08:00:59 +0000 https://www.ai-tech.systems/detect-the-weather-in-images-image-tagging-on-cainvas/ Tag images with weather-related data using deep learning models. Photo by Sergey Galtsev on Dribbble Image tagging refers to labeling the different parts, components, and expressions in the image. This helps in selecting images based on content and is very useful in search engines and other similar applications. As a manual process, image tagging is tedious. It […]

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]]> Checking the quality of manufactured goods — on cAInvas https://ai-tech.systems/checking-the-quality-of-manufactured-goods-on-cainvas/ Mon, 12 Dec 2022 01:50:11 +0000 https://www.ai-tech.systems/checking-the-quality-of-manufactured-goods-on-cainvas/ Use deep learning to identify the defective goods in the manufacturing line. Photo by Yulia Yu on Dribbble Production of goods is a highly automated process. The goods produced in bulk are not immune to defects and identifying defective products is a crucial part of the manufacturing process to maintain the reputation of the product in […]

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]]> Pytorch Mnist Vision App for TinyML devices using cAInvas https://ai-tech.systems/pytorch-mnist-vision-app-for-tinyml-devices-using-cainvas/ Sun, 11 Dec 2022 17:29:46 +0000 https://www.ai-tech.systems/pytorch-mnist-vision-app-for-tinyml-devices-using-cainvas/ Photo by Denis Dmitriev on YouTube Digit recognition is a procedure adopted by machines to recognize handwritten digits. In the real-world online recognition of digits is done by machine to recognize bank cheque amounts, evaluating numbers filled up hands-on various documents like tax forms, and so on. A difficulty in the case of handwriting digits is […]

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]]> Garbage classification — on cAInvas https://ai-tech.systems/garbage-classification-on-cainvas/ Sun, 11 Dec 2022 14:55:17 +0000 https://www.ai-tech.systems/garbage-classification-on-cainvas/ Classifying recyclable waste materials based on images. Photo by Armen Rushanyan on Dribbble Garbage disposal is a huge problem in today’s world. As the population grows, the waste generated increases and proper treatment and disposal of the generated waste is important to ensure negligible, if not no harm to the environment. The three Rs is a well-known […]

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]]> Cotton Plant Disease Detection https://ai-tech.systems/cotton-plant-disease-detection/ Sun, 11 Dec 2022 13:41:06 +0000 https://www.ai-tech.systems/cotton-plant-disease-detection/ Photo by Pest Control Room Agriculture is an important backbone for any country and India is considered to be an agro-based country. It not only boosts various industries such as food industry and textile industry but when it comes to textile industry cotton producing crops hold a special position amongst all other textile crops. Though growing […]

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]]> Heartbeat Anomaly Detection https://ai-tech.systems/heartbeat-anomaly-detection/ Sun, 11 Dec 2022 13:23:06 +0000 https://www.ai-tech.systems/heartbeat-anomaly-detection/ According to a report of WHO, around 17.9 million people die each year due to Cardiovascular Diseases. Over the years it has been found that these deaths can be prevented if the diseases are diagnosed at an early stage and even the disease can be cured. Photo on Gifer Table of Content AI Towards Healthcare Introduction to […]

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]]> Parkinson’s disease detection — on cAInvas https://ai-tech.systems/parkinsons-disease-detection-on-cainvas/ Sun, 11 Dec 2022 12:43:01 +0000 https://www.ai-tech.systems/parkinsons-disease-detection-on-cainvas/ Detecting Parkinson’s disease in patients using speech signals. Photo by Traci C on Local Guides Connect, Google Parkinson’s disease is a long-term degenerative disorder of the central nervous system. It leads to shaking, stiffness, difficulty with walking, balance, and coordination. The symptoms arise slowly and worsen over time. IoT is an effective solution in cases where continuous […]

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]]> Spoken digit recognition application on cAInvas https://ai-tech.systems/spoken-digit-recognition-application-on-cainvas/ Sun, 11 Dec 2022 11:24:53 +0000 https://www.ai-tech.systems/spoken-digit-recognition-application-on-cainvas/ A model that uses Mel spectrogram images of the audio samples to recognize the spoken digit, which can be easily extended to one-word commands. Photo by Yonatan Ziv on Dribbble Communication is an important aspect of a human’s life. As technology is now an integral part of our lives, we tend to focus on different ways […]

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