How to Segment Skin Melanoma using Res-Unet

How to Segment Skin Melanoma using Res-Unet

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1 min read

This tutorial provides a step-by-step guide on how to implement and train a Res-UNet model for skin Melanoma detection and segmentation using TensorFlow and Keras.

What You'll Learn :

- Building Res-Unet model : Learn how to construct the model using TensorFlow and Keras.

- Model Training: We'll guide you through the training process, optimizing your model to distinguish Melanoma from non-Melanoma skin lesions.

- Testing and Evaluation: Run the pre-trained model on a new fresh images .

Explore how to generate masks that highlight Melanoma regions within the images.

Visualizing Results: See the results in real-time as we compare predicted masks with actual ground truth masks.

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Check out our tutorial here : https://youtu.be/5inxPSZz7no&list=UULFTiWJJhaH6BviSWKLJUM9sg

Enjoy

Eran

#Python #openCV #TensorFlow #Deeplearning #DeepLearningTutorial #Unet #Resunet #MachineLearningProject #Segmentation

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