Install Precompiled TensorFlow Lite 2.19 on Raspberry Pi
TensorFlow Lite is an open-source library that enables to run machine learning models and do...
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Install Precompiled Dlib on Raspberry Pi
Dlib is an open-source library that provides machine learning algorithms and tools for solving classification... -
Install Precompiled libfacedetection on Raspberry Pi
The libfacedetection is an open-source library to detect faces in the images. -
Install Precompiled OpenCV 4.11 on Raspberry Pi
OpenCV is an open-source library for image processing, computer vision, and machine learning. -
Install PHP 8.4 on Raspberry Pi
PHP is a programming language that commonly used to create web applications and dynamic websites. -
Install Node.js 16 and npm on Raspberry Pi
Node.js is an open-source runtime environment that allows to run JavaScript code on the server without a browser.
Model training can take a long time. TensorFlow 2 provides the TimeStopping callback which allows stopping training after a certain amount of time has passed.
The TimeStopping callback is provided...
The ESP8266 can operate on station (STA) mode. It means that ESP8266 can connect to an existing Wi-Fi network. ESP8266 gets IP address from wireless router and can start to...
TensorFlow 2 provides the CSVLogger callback which allows to write epochs results during training to a CSV file. After that file can be opened and results can be interpretated by...
TensorFlow 2 allows to count the number of trainable and non-trainable parameters of the model. It can be useful if we want to improve the model structure, reduce the size...
Mean absolute percentage error (MAPE) is a loss function that is used to solve regression problems. MAPE is calculated as the average of the absolute percentage differences between the actual...
Kaggle Dogs vs. Cats is a dataset that contains 25000 images of cats and dogs. Images are different sizes, so need them to reprocess. There are 12500 images of dogs...
Mean squared logarithmic error (MSLE) is a loss function that is used to solve regression problems. MSLE is calculated as the average of the squared differences between the log-transformed actual...
Binary classification is the process that is used to classify data points into one of two classes. For example, whether a customer will buy a product or not, emails are...
Degrees and radians are two commonly used units of measurement for angles. Programming languages provides methods how to convert radians to degrees. A table includes a links to posts with...
Degrees and radians are two commonly used units of measurement for angles. Programming languages provides methods how to convert degrees to radians. A table includes a links to posts with...