Demostraciones
Consulta ejemplos y demostraciones en vivo que se compilaron con TensorFlow.js.

Viaja a una playa tropical, al espacio exterior o a cualquier lugar con el poder del AA web.

Descubre qué tanto conoces la letra del gran éxito "Dance Monkey." Esta experiencia en el navegador utiliza el modelo Facemesh para estimar los puntos clave de los labios a fin de calificar la sincronización de los labios con la letra.

Usa la cámara de tu teléfono para identificar emojis en el mundo real. ¿Puedes encontrar todos los emojis antes de que se agote el tiempo?

Juega al Pac-Man con imágenes entrenadas en tu navegador.

No es necesario programar. Enseña a una máquina a reconocer imágenes y reproducir sonidos.

Explora fotos de una forma nueva y divertida; para ello, solo debes desplazarte.

Disfruta un concierto de piano en tiempo real ejecutado por una red neuronal.

Entrena un modelo del servidor para que clasifique tipos de lanzamiento de béisbol con Node.js.

Aprende a visualizar el entrenamiento en el navegador, y el comportamiento y entrenamiento de los modelos con tfjs-vis.
Demostraciones de la comunidad
Comienza ahora con plantillas oficiales y explora las más populares de la comunidad para inspirarte.
Revisa los Glitches de la comunidad y crea tus propios proyectos con la tecnología de TensorFlow.js.
Mira las contribuciones que la comunidad creó y envió a la página de la galería de TensorFlow.js.
Conoce las novedades más recientes sobre nuevos proyectos creados con TensorFlow.js y comparte los tuyos con el hashtag.
- Browser
- Node.js
- Python
- Browser
- Node.js
- Image
- Numeric
- Sequence
- Texto
- Convolutional neural network
- Long short-term memory
- Multilayer perceptron
- Recurrent neural network
- Shallow neural network
- Attention mechanism
- Deep Q-Network
- Gated recurrent unit
- Generative adversarial network
- Policy gradient
- t-Distributed stochastic neighbor embedding
- Variational autoencoder
- Core (Ops)
- Layers
Example | Input data type | Task type | Model type | Training environment | Inference environment | API type | Demo |
---|---|---|---|---|---|---|---|
abalone-node | Numeric | Loading data from local file and training in Node.js | Multilayer perceptron | Node.js | Node.js | Layers | No demo |
addition-rnn | Texto | Sequence-to-sequence | RNN: SimpleRNN, GRU and LSTM | Browser | Browser | Layers | View Demo |
addition-rnn-webworker | Texto | Sequence-to-sequence | RNN: SimpleRNN, GRU and LSTM | Browser: Web Worker | Browser: Web Worker | Layers | No demo |
angular-predictive-prefetching | Numeric | Multiclass predictor | Deep Neural Network | Browser: Service Worker | Browser: Service Worker | Layers | No demo |
baseball-node | Numeric | Multiclass classification | Multilayer perceptron | Node.js | Node.js | Layers | No demo |
boston-housing | Numeric | Regression | Multilayer perceptron | Browser | Browser | Layers | View Demo |
cart-pole | horizontal_rule | Aprendizaje por refuerzo | Policy gradient | Browser | Browser | Layers | View Demo |
chrome-extension | Image | (Deploying TF.js in Chrome extension) | Convolutional neural network | horizontal_rule | Browser | horizontal_rule | No demo |
custom-layer | horizontal_rule | (Defining a custom Layer subtype) | horizontal_rule | horizontal_rule | Browser | Layers | View Demo |
data-csv | horizontal_rule | Building a tf.data.Dataset from a remote CSV | horizontal_rule | horizontal_rule | horizontal_rule | horizontal_rule | View Demo |
data-generator | horizontal_rule | Building a tf.data.Dataset using a generator | Regression | Browser | Browser | Layers | View Demo |
date-conversion-attention | Texto | Text-to-text conversion | Attention mechanism, RNN | Node.js | Browser and Node.js | Layers | View Demo |
electron | Image | (Deploying TF.js in Electron-based desktop apps) | Convolutional neural network | horizontal_rule | Node.js | horizontal_rule | No demo |
fashion-mnist-vae | Image | Generativa | Variational autoencoder | Node.js | Browser | Layers | No demo |
interactive-visualizers | Image | Multiclass classification, object detection, segmentation | horizontal_rule | horizontal_rule | Browser | horizontal_rule | No demo |
iris | Numeric | Multiclass classification | Multilayer perceptron | Browser | Browser | Layers | View Demo |
iris-fitDataset | Sequence-to-sequence | Multiclass classification | Multilayer perceptron | Browser | Browser | Layers | View Demo |
jena-weather | Texto | Sequence-to-prediction | MLP and RNNs | Browser and Node.js | Browser | Layers | View Demo |
lstm-text-generation | Image | Sequence-to-prediction | RNN: LSTM | Browser | Browser | Layers | View Demo |
mnist | Image | Multiclass classification | Convolutional neural network | Browser | Browser | Layers | View Demo |
mnist-acgan | Image | Generative adversarial network | Convolutional neural network; GAN | Node.js | Browser | Layers | View Demo |
mnist-core | Image | Multiclass classification | Convolutional neural network | Browser | Browser | Core (Ops) | View Demo |
mnist-node | Image | Multiclass classification | Convolutional neural network | Node.js | Node.js | Layers | No demo |
mnist-transfer-cnn | Image | Multiclass classification (transfer learning) | Convolutional neural network | Browser | Browser | Layers | No demo |
mobilenet | Image | Multiclass classification | Convolutional neural network | horizontal_rule | Browser | Layers | View Demo |
polynomial-regression | Numeric | Regression | Shallow neural network | Browser | Browser | Layers | View Demo |
polynomial-regression-core | Numeric | Regression | Shallow neural network | Browser | Browser | Core (Ops) | View Demo |
quantization | Various | Demonstrates the effect of post-training weight quantization | Various | Node.js | Node.js | Layers | No demo |
sentiment | Texto | Sequence-to-binary-prediction | LSTM, 1D ConvNet | Node.js | Node.js or Python | Layers | View Demo |
simple-object-detection | Image | Detección de objetos | Convolutional neural network (transfer learning) | Node.js | Browser | Layers | View Demo |
snake-dqn | horizontal_rule | Detección de objetos | Deep Q-Network | Node.js | Browser | Layers | View Demo |
translation | Texto | Sequence-to-sequence | LSTM encoder and decoder | Node.js or Python | Browser | Layers | View Demo |
tsne-mnist-canvas | horizontal_rule | Dimension reduction and data visualization | tSNE | Browser | Browser | Core (Ops) | No demo |
webcam-transfer-learning | Image | Multiclass classification (transfer learning) | Convolutional neural network | Browser | Browser | Layers | View Demo |
website-phishing | Numeric | Binary classification | Multilayer perceptron | Browser | Browser | Layers | View Demo |