How To Actually Use MobileNetV3 for Fish Classifier

Discussion in 'Python' started by Eran Feit, Jul 5, 2025.

  1. Eran Feit

    Eran Feit Member

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    This is a transfer learning tutorial for image classification using TensorFlow involves leveraging pre-trained model MobileNet-V3 to enhance the accuracy of image classification tasks.

    By employing transfer learning with MobileNet-V3 in TensorFlow, image classification models can achieve improved performance with reduced training time and computational resources.


    We'll go step-by-step through:


    · Splitting a fish dataset for training & validation

    · Applying transfer learning with MobileNetV3-Large

    · Training a custom image classifier using TensorFlow

    · Predicting new fish images using OpenCV

    · Visualizing results with confidence scores


    You can find link for the code in the blog : https://eranfeit.net/how-to-actually-use-mobilenetv3-for-fish-classifier/


    You can find more tutorials, and join my newsletter here : https://eranfeit.net/


    Full code for Medium users : https://medium.com/@feitgemel/how-to-actually-use-mobilenetv3-for-fish-classifier-bc5abe83541b


    Watch the full tutorial here:


    Enjoy

    Eran


    #Python #ImageClassification #MobileNetV3 #tensorflow #transferlearning
     

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