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CNN Explainer
CNN Explainer uses TensorFlow.js, an in-browser GPU-accelerated deep learning library to load the pretrained model for visualization.
convolutional-neural-networks tensorflow-js interactive interpretability
Jukebox: A Generative Model for Music
We’re introducing Jukebox, a neural net that generates music, including rudimentary singing, as raw audio in a variety of genres and artist styles.
music-generation transformers convolutional-neural-networks jukebox
PyTorch CNN Trainer
A simple package to fine-tune CNNs from torchvision and Pytorch Image models by Ross Wightman.
torchvision convolutional-neural-networks pytorch training
Guitar Chords Recognition
An application that predicts the chords when Mel spectrograms of guitar sound are fed into a CNN.
convolutional-neural-networks audio-classification chords streamlit
Exploring Neural Networks with Activation Atlases
An explorable activation atlas of features the network has learned which can reveal how the network typically represents some concepts.
interactive activations visualization convolutional-neural-networks
ConvNet Playground
An interactive visualization for exploring Convolutional Neural Networks applied to the task of semantic image search.
interactive convolutional-neural-networks playground visualization
Modified network architecture that focuses on improving convergence and reducing training complexity.
python pytorch computer-vision convolutional-neural-networks
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