calmiLovesAI/Basic_CNNs_TensorFlow2
A TensorFlow 2 implementation of classic CNN architectures (MobileNet, EfficientNet, ResNet, ResNeXt, DenseNet, etc.) for image classification.
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This repository provides clean TensorFlow 2 implementations of various convolutional neural network architectures including MobileNet, EfficientNet, ResNet, ResNeXt, DenseNet, ShuffleNet, Inception, SENet, and SqueezeNet. It includes scripts for dataset preparation, TFRecord generation, training configuration, and model evaluation for image classification tasks.