Las traducciones son generadas a través de traducción automática. En caso de conflicto entre la traducción y la version original de inglés, prevalecerá la version en inglés. # TensorFlow Modelos Hub Los siguientes modelos previamente entrenados están disponibles para su uso en el aprendizaje por transferencia con el TensorFlow algoritmo de clasificación de imágenes. El tamaño, la cantidad de parámetros, el tiempo de entrenamiento y la latencia de inferencia de estos modelos puede variar considerablemente para un conjunto de datos determinado. El mejor modelo para su caso de uso dependerá de la complejidad del conjunto de datos de ajuste y de sus necesidades con respecto al tiempo de entrenamiento, la latencia de inferencia o la precisión del modelo. | Nombre del modelo | `model_id` | origen | | --- | --- | --- | | MobileNet V2 1.00 224 | `tensorflow-ic-imagenet-mobilenet-v2-100-224-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/mobilenet_v2_100_224/classification/4) | | MobileNet V2 0.75 224 | `tensorflow-ic-imagenet-mobilenet-v2-075-224-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/mobilenet_v2_075_224/classification/4) | | MobileNet V2 0.50 224 | `tensorflow-ic-imagenet-mobilenet-v2-050-224-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/mobilenet_v2_050_224/classification/4) | | MobileNet V2 0.35 224 | `tensorflow-ic-imagenet-mobilenet-v2-035-224-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/mobilenet_v2_035_224/classification/4) | | MobileNet V2 1.40 224 | `tensorflow-ic-imagenet-mobilenet-v2-140-224-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/mobilenet_v2_140_224/classification/4) | | MobileNet V2 1.30 224 | `tensorflow-ic-imagenet-mobilenet-v2-130-224-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/mobilenet_v2_130_224/classification/4) | | MobileNet V2 | `tensorflow-ic-tf2-preview-mobilenet-v2-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/tf2-preview/mobilenet_v2/classification/4) | | Inception V3 | `tensorflow-ic-imagenet-inception-v3-classification-4` | [TensorFlow Enlace al hub](https://tfhub.dev/google/imagenet/inception_v3/classification/4) | | Inception V3 | `tensorflow-ic-imagenet-inception-v2-classification-4` | [TensorFlow Enlace al hub](https://tfhub.dev/google/imagenet/inception_v2/classification/4) | | Inception V1 | `tensorflow-ic-imagenet-inception-v1-classification-4` | [TensorFlow Enlace al hub](https://tfhub.dev/google/imagenet/inception_v1/classification/4) | | Inception V3 Preview | `tensorflow-ic-tf2-preview-inception-v3-classification-4` | [TensorFlow Enlace al hub](https://tfhub.dev/google/tf2-preview/inception_v3/classification/4) | | Inception ResNet V2 | `tensorflow-ic-imagenet-inception-resnet-v2-classification-4` | [TensorFlow Enlace al hub](https://tfhub.dev/google/imagenet/inception_resnet_v2/classification/4) | | ResNet V2 50 | `tensorflow-ic-imagenet-resnet-v2-50-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/resnet_v2_50/classification/4) | | ResNet V2 101 | `tensorflow-ic-imagenet-resnet-v2-101-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/resnet_v2_101/classification/4) | | ResNet V2 152 | `tensorflow-ic-imagenet-resnet-v2-152-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/resnet_v2_152/classification/4) | | ResNet V1 50 | `tensorflow-ic-imagenet-resnet-v1-50-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/resnet_v1_50/classification/4) | | ResNet V1 101 | `tensorflow-ic-imagenet-resnet-v1-101-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/resnet_v1_101/classification/4) | | ResNet V1 152 | `tensorflow-ic-imagenet-resnet-v1-152-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/resnet_v1_152/classification/4) | | ResNet 50 | `tensorflow-ic-imagenet-resnet-50-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/resnet_50/classification/1) | | EfficientNet B0 | `tensorflow-ic-efficientnet-b0-classification-1` | [TensorFlow Enlace hub](https://tfhub.dev/google/efficientnet/b0/classification/1) | | EfficientNet B1 | `tensorflow-ic-efficientnet-b1-classification-1` | [TensorFlow Enlace hub](https://tfhub.dev/google/efficientnet/b1/classification/1) | | EfficientNet B2 | `tensorflow-ic-efficientnet-b2-classification-1` | [TensorFlow Enlace hub](https://tfhub.dev/google/efficientnet/b2/classification/1) | | EfficientNet B3 | `tensorflow-ic-efficientnet-b3-classification-1` | [TensorFlow Enlace hub](https://tfhub.dev/google/efficientnet/b3/classification/1) | | EfficientNet B4 | `tensorflow-ic-efficientnet-b4-classification-1` | [TensorFlow Enlace hub](https://tfhub.dev/google/efficientnet/b4/classification/1) | | EfficientNet B5 | `tensorflow-ic-efficientnet-b5-classification-1` | [TensorFlow Enlace hub](https://tfhub.dev/google/efficientnet/b5/classification/1) | | EfficientNet B6 | `tensorflow-ic-efficientnet-b6-classification-1` | [TensorFlow Enlace hub](https://tfhub.dev/google/efficientnet/b6/classification/1) | | EfficientNet B7 | `tensorflow-ic-efficientnet-b7-classification-1` | [TensorFlow Enlace hub](https://tfhub.dev/google/efficientnet/b7/classification/1) | | EfficientNet B0 Lite | `tensorflow-ic-efficientnet-lite0-classification-2` | [TensorFlow Enlace hub](https://tfhub.dev/tensorflow/efficientnet/lite0/classification/2) | | EfficientNet B1 Lite | `tensorflow-ic-efficientnet-lite1-classification-2` | [TensorFlow Enlace hub](https://tfhub.dev/tensorflow/efficientnet/lite1/classification/2) | | EfficientNet B2 Lite | `tensorflow-ic-efficientnet-lite2-classification-2` | [TensorFlow Enlace hub](https://tfhub.dev/tensorflow/efficientnet/lite2/classification/2) | | EfficientNet B3 Lite | `tensorflow-ic-efficientnet-lite3-classification-2` | [TensorFlow Enlace hub](https://tfhub.dev/tensorflow/efficientnet/lite3/classification/2) | | EfficientNet B4 Lite | `tensorflow-ic-efficientnet-lite4-classification-2` | [TensorFlow Enlace hub](https://tfhub.dev/tensorflow/efficientnet/lite4/classification/2) | | MobileNet V1 1.00 224 | `tensorflow-ic-imagenet-mobilenet-v1-100-224-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/mobilenet_v1_100_224/classification/4) | | MobileNet V1 1.00 192 | `tensorflow-ic-imagenet-mobilenet-v1-100-192-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/mobilenet_v1_100_192/classification/4) | | MobileNet V1 1.00 160 | `tensorflow-ic-imagenet-mobilenet-v1-100-160-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/mobilenet_v1_100_160/classification/4) | | MobileNet V1 1.00 128 | `tensorflow-ic-imagenet-mobilenet-v1-100-128-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/mobilenet_v1_100_128/classification/4) | | MobileNet V1 0.75 224 | `tensorflow-ic-imagenet-mobilenet-v1-075-224-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/mobilenet_v1_075_224/classification/4) | | MobileNet V1 0.75 192 | `tensorflow-ic-imagenet-mobilenet-v1-075-192-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/mobilenet_v1_075_192/classification/4) | | MobileNet V1 0.75 160 | `tensorflow-ic-imagenet-mobilenet-v1-075-160-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/mobilenet_v1_075_160/classification/4) | | MobileNet V1 0.75 128 | `tensorflow-ic-imagenet-mobilenet-v1-075-128-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/mobilenet_v1_075_128/classification/4) | | MobileNet V1 0.50 224 | `tensorflow-ic-imagenet-mobilenet-v1-050-224-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/mobilenet_v1_050_224/classification/4) | | MobileNet V1 0.50 192 | `tensorflow-ic-imagenet-mobilenet-v1-050-192-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/mobilenet_v1_050_192/classification/4) | | MobileNet V1 1.00 160 | `tensorflow-ic-imagenet-mobilenet-v1-050-160-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/mobilenet_v1_050_160/classification/4) | | MobileNet V1 0.50 128 | `tensorflow-ic-imagenet-mobilenet-v1-050-128-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/mobilenet_v1_050_128/classification/4) | | MobileNet V1 0.25 224 | `tensorflow-ic-imagenet-mobilenet-v1-025-224-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/mobilenet_v1_025_224/classification/4) | | MobileNet V1 0.25 192 | `tensorflow-ic-imagenet-mobilenet-v1-025-192-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/mobilenet_v1_025_192/classification/4) | | MobileNet V1 0.25 160 | `tensorflow-ic-imagenet-mobilenet-v1-025-160-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/mobilenet_v1_025_160/classification/4) | | MobileNet V1 0.25 128 | `tensorflow-ic-imagenet-mobilenet-v1-025-128-classification-4` | [TensorFlow Enlace hub](https://tfhub.dev/google/imagenet/mobilenet_v1_025_128/classification/4) | | BiT-S R50x1 | `tensorflow-ic-bit-s-r50x1-ilsvrc2012-classification-1` | [TensorFlow Enlace al hub](https://tfhub.dev/google/bit/s-r50x1/ilsvrc2012_classification/1) | | BiT-S R50x3 | `tensorflow-ic-bit-s-r50x3-ilsvrc2012-classification-1` | [TensorFlow Enlace al hub](https://tfhub.dev/google/bit/s-r50x3/ilsvrc2012_classification/1) | | BiT-S R101x1 | `tensorflow-ic-bit-s-r101x1-ilsvrc2012-classification-1` | [TensorFlow Enlace al hub](https://tfhub.dev/google/bit/s-r101x1/ilsvrc2012_classification/1) | | BiT-S R101x3 | `tensorflow-ic-bit-s-r101x3-ilsvrc2012-classification-1` | [TensorFlow Enlace al hub](https://tfhub.dev/google/bit/s-r101x3/ilsvrc2012_classification/1) | | BiT-M R50x1 | `tensorflow-ic-bit-m-r50x1-ilsvrc2012-classification-1` | [TensorFlow Enlace al hub](https://tfhub.dev/google/bit/m-r50x1/ilsvrc2012_classification/1) | | BiT-M R50x3 | `tensorflow-ic-bit-m-r50x3-ilsvrc2012-classification-1` | [TensorFlow Enlace al hub](https://tfhub.dev/google/bit/m-r50x3/ilsvrc2012_classification/1) | | BiT-M R101x1 | `tensorflow-ic-bit-m-r101x1-ilsvrc2012-classification-1` | [TensorFlow Enlace al hub](https://tfhub.dev/google/bit/m-r101x1/ilsvrc2012_classification/1) | | BiT-M R101x3 | `tensorflow-ic-bit-m-r101x3-ilsvrc2012-classification-1` | [TensorFlow Enlace al hub](https://tfhub.dev/google/bit/m-r101x3/ilsvrc2012_classification/1) | | Bit-M R50x1 -21 k ImageNet | `tensorflow-ic-bit-m-r50x1-imagenet21k-classification-1` | [TensorFlow Enlace hub](https://tfhub.dev/google/bit/m-r50x1/imagenet21k_classification/1) | | Bit-M R50x3 -21 k ImageNet | `tensorflow-ic-bit-m-r50x3-imagenet21k-classification-1` | [TensorFlow Enlace hub](https://tfhub.dev/google/bit/m-r50x3/imagenet21k_classification/1) | | Bit-M R101x1 -21 k ImageNet | `tensorflow-ic-bit-m-r101x1-imagenet21k-classification-1` | [TensorFlow Enlace hub](https://tfhub.dev/google/bit/m-r101x1/imagenet21k_classification/1) | | Bit-M R101x3 -21 k ImageNet | `tensorflow-ic-bit-m-r101x3-imagenet21k-classification-1` | [TensorFlow Enlace hub](https://tfhub.dev/google/bit/m-r101x3/imagenet21k_classification/1) |