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iothings:proiecte:2022:bear_detection_system [2023/01/20 04:35] aconstantinescu1108 [6.Resources] |
iothings:proiecte:2022:bear_detection_system [2023/02/11 22:14] (current) aconstantinescu1108 [Bear Detection System] |
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| ====== Bear Detection System ====== | ====== Bear Detection System ====== | ||
| - | Constantinescu Alexandru-Iulian - ACES | + | Alexandru-Iulian Constantinescu - ACES |
| aconstantinescu1108@stud.etti.upb.ro | aconstantinescu1108@stud.etti.upb.ro | ||
| + | |||
| + | [[https://github.com/constAlexandru/IoT_project_ACES2]] | ||
| ==== 1.Description ==== | ==== 1.Description ==== | ||
| Line 72: | Line 74: | ||
| Afterwards I uploaded the header from the ArduinoIDE sketch. | Afterwards I uploaded the header from the ArduinoIDE sketch. | ||
| - | <note tip>In the header file, changing the array of weights to be //const// moved the array the Flash memory, making it easier to fit the model on the board</note> | + | <note tip>In the header file, changing the array of weights to be //const// moved the array in the Flash memory, making it easier to fit the model on the board</note> |
| === 3.2. Firebase Storage === | === 3.2. Firebase Storage === | ||
| Line 93: | Line 95: | ||
| ==== 4.Results ==== | ==== 4.Results ==== | ||
| - | Overall the implementation of the system is not done. I made the neural network for detecting bears, and put it on the ESP32-CAM. The ultrasonic sensor also works well. The problems I am currently facing are connecting to the Firebase and to the SMTP server. I was able to connect to Firebase with the current ESP32-CAM and upload images unitil recently, as can be seen in the image from chapter 3.2. One challenge I encountered on working on this project were the faulty ESP32-CAMs (one arrived broken and 2 became broken after a few hours of usage). As I can't see exactly the images taken is also hard to adapt the neural network for correct inference on the board. | + | Overall the implementation of the system is not done. I made the neural network for detecting bears, and put it on the ESP32-CAM. The ultrasonic sensor also works well. The problems I am currently facing are connecting to the Firebase and to the SMTP server. I was able to connect to Firebase with the current ESP32-CAM and upload images unitil recently, as can be seen in the image from chapter 3.2. One challenge I encountered on working on this project were the faulty ESP32-CAMs (one arrived broken and 2 became broken after a few hours of use). As I can't see exactly the images taken is also hard to adapt the neural network for correct inference on the board. |
| ==== 5.Conclusions ==== | ==== 5.Conclusions ==== | ||
