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ResNet-50 transfer learning projects
Final-year project topics built with ResNet-50 transfer learning — working builds, abstracts and honest quotation pricing.
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Brain Tumor Detection from MRI using CNN
This project trains a convolutional neural network to classify brain MRI slices into glioma, meningioma, pituitary tumor or n...
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Dog Breed Identification from Photos using CNN
This project identifies dog breeds from photos using transfer learning — a ResNet-50 backbone pre-trained on ImageNet with a...
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Flower Species Classification using CNN (Oxford 102)
This project fine-tunes a ResNet-50 network to identify 102 flower species from photos, using the Oxford 102 Flowers dataset...
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Plant Disease Detection using CNN (PlantVillage)
This project trains a convolutional neural network to identify 38 crop-disease classes from leaf photographs, using the publi...
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