Matches in SemOpenAlex for { <https://semopenalex.org/work/W4317459811> ?p ?o ?g. }
Showing items 1 to 52 of
52
with 100 items per page.
- W4317459811 endingPage "31" @default.
- W4317459811 startingPage "26" @default.
- W4317459811 abstract "This paper analyzes a common ESP32 microcontroller with a built-in camera for image classification tasks using a convolutional neural network. ESP32 is commonly used in IoT devices to read data and control sensors, so its computing power is not significant, which has a positive effect on the cost of the device. The prevalence of ultra-low power embedded devices such as ESP32 will allow the widespread use of artificial intelligence built-in IoT devices. The duration of photographing and photo processing is obtained in the paper, as this can be a bottleneck of the microcontroller, especially together with machine learning algorithms. Deployed convolutional neural network, pre-trained on another device, MobileNet architecture on microcontroller and proved that ESP32 capacity is sufficient for simultaneous operation of both the camera and convolutional neural network." @default.
- W4317459811 created "2023-01-20" @default.
- W4317459811 creator A5027516214 @default.
- W4317459811 creator A5038171181 @default.
- W4317459811 date "2022-11-20" @default.
- W4317459811 modified "2023-09-27" @default.
- W4317459811 title "Camera Image Processing on ESP32 Microcontroller with Help of Convolutional Neural Network" @default.
- W4317459811 doi "https://doi.org/10.18372/1990-5548.72.16939" @default.
- W4317459811 hasPublicationYear "2022" @default.
- W4317459811 type Work @default.
- W4317459811 citedByCount "2" @default.
- W4317459811 countsByYear W43174598112023 @default.
- W4317459811 crossrefType "journal-article" @default.
- W4317459811 hasAuthorship W4317459811A5027516214 @default.
- W4317459811 hasAuthorship W4317459811A5038171181 @default.
- W4317459811 hasBestOaLocation W43174598111 @default.
- W4317459811 hasConcept C149635348 @default.
- W4317459811 hasConcept C154945302 @default.
- W4317459811 hasConcept C173018170 @default.
- W4317459811 hasConcept C2780513914 @default.
- W4317459811 hasConcept C41008148 @default.
- W4317459811 hasConcept C50644808 @default.
- W4317459811 hasConcept C81363708 @default.
- W4317459811 hasConcept C9390403 @default.
- W4317459811 hasConceptScore W4317459811C149635348 @default.
- W4317459811 hasConceptScore W4317459811C154945302 @default.
- W4317459811 hasConceptScore W4317459811C173018170 @default.
- W4317459811 hasConceptScore W4317459811C2780513914 @default.
- W4317459811 hasConceptScore W4317459811C41008148 @default.
- W4317459811 hasConceptScore W4317459811C50644808 @default.
- W4317459811 hasConceptScore W4317459811C81363708 @default.
- W4317459811 hasConceptScore W4317459811C9390403 @default.
- W4317459811 hasIssue "72" @default.
- W4317459811 hasLocation W43174598111 @default.
- W4317459811 hasOpenAccess W4317459811 @default.
- W4317459811 hasPrimaryLocation W43174598111 @default.
- W4317459811 hasRelatedWork W2341212372 @default.
- W4317459811 hasRelatedWork W2358085404 @default.
- W4317459811 hasRelatedWork W2363835460 @default.
- W4317459811 hasRelatedWork W2368105428 @default.
- W4317459811 hasRelatedWork W2369813044 @default.
- W4317459811 hasRelatedWork W2376668782 @default.
- W4317459811 hasRelatedWork W2380194417 @default.
- W4317459811 hasRelatedWork W2381042966 @default.
- W4317459811 hasRelatedWork W2381979011 @default.
- W4317459811 hasRelatedWork W2389726215 @default.
- W4317459811 hasVolume "2" @default.
- W4317459811 isParatext "false" @default.
- W4317459811 isRetracted "false" @default.
- W4317459811 workType "article" @default.