Deep learning in weather images | using Tensorflow and CNN

This is a Deep learning tutorial using weather images. We will build a convolutional neural network model for predicting weather scenes.

This cnn tutorial is based on Tensorflow and Keras

First we will build and train a model using CNN and see the model accuracy & loss.

You can find the code and instructions in this link : https://github.com/feitgemel/TensorFlowProjects/tree/master/Weather-predict

Chapters : 00:00 Intro 00:18 Installation - Python libraries 02:46 Download the dataset and prepare the folders 12:59 create the CNN model using Python 27:14 Test the model - Predict a new image

Moreover, I recommend This graphics card: NVIDIA GeForce RTX 3060 Ti . I am using it to train my Tensorflow models. Perfect results and performance: https://amzn.to/3mTa7HX

I am using one of these desktop cameras in my projects : Logitech C270 , Simple and basic camera : https://amzn.to/37CAPjO Logitech HD Pro Webcam C920 , A very good camera : https://amzn.to/3rM1Lof

I recommend using the Jetson Nano developer kit. You can find it here : https://amzn.to/3k89Jni I am using a Samsung memory card :https://amzn.to/37JHV66

Anyone who wants to improve his/her Python skills , follow this book: https://amzn.to/37xv47j

I also recommend CNN Course book for neural network lovers . follow this link : https://amzn.to/3xKqZY1

#Tensorflow #EranFeit #Cnn

Music by Vincent Rubinetti Download the music on Bandcamp: https://vincerubinetti.bandcamp.com/album/the-music-of-3blue1brown Stream the music on Spotify: https://open.spotify.com/album/1dVyjwS8FBqXhRunaG5W5u ... https://www.youtube.com/watch?v=gFiISJPCpKs