Eran Feit

7 months ago ·

Post by Eran
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AI Food Recognition : Classifying 36 Fruits and Vegetables in TensorFlow

AI Food Recognition : Classifying 36 Fruits and Vegetables in TensorFlow

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python _ Classifying Fruits and Vegetables With a

Neural Network Model Using TensorFlow

Mango Orange

—7

 

Hi,

 

🍏🥕🍅 In this tutorial, we guide you through the process of building a neural network capable of classifying 36 different fruits and vegetables using TensorFlow and Python. 🎥

📚 Here's what you'll learn: 

 

🔹 Data Preparation: Explore the dataset and learn how to preprocess and organize your image data effectively. 

🔹 Model Building: Construct a deep neural network with TensorFlow and Keras, layer by layer. 

🔹 Model Training: Witness the training process and fine-tuning for impressive accuracy. 

🔹 Model Evaluation: Assess how well the model performs on new, unseen data. 

🔹 Predictions: Discover the inner workings of the model as it makes predictions on individual images.

 

 

If you are interested in learning modern Computer Vision course with deep dive with TensorFlow , Keras and Pytorch , you can find it here  : 

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python ried Classifying Fruits and Vegetables With a

Neural Network Model Using TensorFlow

Mango Orange

i

Modern Computer Vision™ PyTorch, Tensorflow2 Keras & OpenCV4

Using Python Learn OpenCV4, CNNs, Detectron2, YOLOv5, GANs, Tracking, Segmentation, Face Recognition & Siamese Networks

http://bit.ly/3HeDy1V

Perfect course for every computer vision enthusiastic

 

Actually recommend this book for deep learning based on Tensorflow and Keras : https://amzn.to/3STWZ2N

 

Check out our tutorial here : 

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AI Food Recognition : Classifying 36 Fruits and Vegetables in TensorFlow

🍏🍌🥕🍅 Welcome to this deep learning tutorial! In this video, we'll show you how to create a neural network capable of classifying 36 different fruits and ...

https://youtu.be/w5T86Z3lod0

 

Enjoy

Eran

 

#Python #openCV #TensorFlow #Deeplearning #DeepLearningTutorial #TensorFlowFruitClassification #PythonNeuralNetwork #AIFoodRecognition #MachineLearningProject #ImageClassificationTutorial #FruitandVegetableClassifier

Science and Technology
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