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#keras

Best open-source Keras deep learning tools and models (2026)

Keras tools range from pretrained model libraries to converters that target hardware. When picking one, check which backend it runs on and whether you need pretrained weights or a training framework. keras-hub offers pretrained text, image and audio models for Keras 3 that run on JAX, TensorFlow or PyTorch. hls4ml converts Keras, PyTorch and ONNX networks into HLS code for FPGA inference, and neural-structured-learning adds graph and adversarial signals to TensorFlow training.

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