Die vorliegende Übersetzung wurde maschinell erstellt. Im Falle eines Konflikts oder eines Widerspruchs zwischen dieser übersetzten Fassung und der englischen Fassung (einschließlich infolge von Verzögerungen bei der Übersetzung) ist die englische Fassung maßgeblich. # TensorFlow Hub-Modelle Die folgenden vortrainierten Modelle können für das Transferlernen mit dem TensorFlow Bildklassifizierungsalgorithmus verwendet werden. Die folgenden Modelle unterscheiden sich erheblich in Größe, Anzahl der Modellparameter, Trainingszeit und Inferenzlatenz für einen bestimmten Datensatz. Welches Modell am besten für Ihren Anwendungsfall geeignet ist, hängt von der Komplexität Ihres Feinabstimmungsdatensatzes und allen Anforderungen ab, die Sie an Trainingszeit, Inferenzlatenz oder Modellgenauigkeit haben. | Modellname | `model_id` | Quelle | | --- | --- | --- | | MobileNet V2 1.00 224 | `tensorflow-ic-imagenet-mobilenet-v2-100-224-classification-4` | [TensorFlow Hub-Verbindung](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 Hub-Verbindung](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 Hub-Verbindung](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 Hub-Verbindung](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 Hub-Verbindung](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 Hub-Verbindung](https://tfhub.dev/google/imagenet/mobilenet_v2_130_224/classification/4) | | MobileNet V2 | `tensorflow-ic-tf2-preview-mobilenet-v2-classification-4` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/tf2-preview/mobilenet_v2/classification/4) | | Inception V3 | `tensorflow-ic-imagenet-inception-v3-classification-4` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/imagenet/inception_v3/classification/4) | | Inception V2 | `tensorflow-ic-imagenet-inception-v2-classification-4` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/imagenet/inception_v2/classification/4) | | Inception V1 | `tensorflow-ic-imagenet-inception-v1-classification-4` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/imagenet/inception_v1/classification/4) | | Inception V3 Vorschau | `tensorflow-ic-tf2-preview-inception-v3-classification-4` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/tf2-preview/inception_v3/classification/4) | | Beginn V2 ResNet | `tensorflow-ic-imagenet-inception-resnet-v2-classification-4` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/imagenet/inception_resnet_v2/classification/4) | | ResNet V2 50 | `tensorflow-ic-imagenet-resnet-v2-50-classification-4` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/imagenet/resnet_v2_50/classification/4) | | ResNet V2 101 | `tensorflow-ic-imagenet-resnet-v2-101-classification-4` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/imagenet/resnet_v2_101/classification/4) | | ResNet V2 152 | `tensorflow-ic-imagenet-resnet-v2-152-classification-4` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/imagenet/resnet_v2_152/classification/4) | | ResNet V1 50 | `tensorflow-ic-imagenet-resnet-v1-50-classification-4` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/imagenet/resnet_v1_50/classification/4) | | ResNet V1 101 | `tensorflow-ic-imagenet-resnet-v1-101-classification-4` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/imagenet/resnet_v1_101/classification/4) | | ResNet V1 152 | `tensorflow-ic-imagenet-resnet-v1-152-classification-4` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/imagenet/resnet_v1_152/classification/4) | | ResNet 50 | `tensorflow-ic-imagenet-resnet-50-classification-4` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/imagenet/resnet_50/classification/1) | | EfficientNet B0 | `tensorflow-ic-efficientnet-b0-classification-1` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/efficientnet/b0/classification/1) | | EfficientNet B1 | `tensorflow-ic-efficientnet-b1-classification-1` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/efficientnet/b1/classification/1) | | EfficientNet B2 | `tensorflow-ic-efficientnet-b2-classification-1` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/efficientnet/b2/classification/1) | | EfficientNet B3 | `tensorflow-ic-efficientnet-b3-classification-1` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/efficientnet/b3/classification/1) | | EfficientNet B4 | `tensorflow-ic-efficientnet-b4-classification-1` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/efficientnet/b4/classification/1) | | EfficientNet B5 | `tensorflow-ic-efficientnet-b5-classification-1` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/efficientnet/b5/classification/1) | | EfficientNet B6 | `tensorflow-ic-efficientnet-b6-classification-1` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/efficientnet/b6/classification/1) | | EfficientNet B7 | `tensorflow-ic-efficientnet-b7-classification-1` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/efficientnet/b7/classification/1) | | EfficientNet B0 Lite | `tensorflow-ic-efficientnet-lite0-classification-2` | [TensorFlow Hub-Verbindung](https://tfhub.dev/tensorflow/efficientnet/lite0/classification/2) | | EfficientNet B1 Lite | `tensorflow-ic-efficientnet-lite1-classification-2` | [TensorFlow Hub-Verbindung](https://tfhub.dev/tensorflow/efficientnet/lite1/classification/2) | | EfficientNet B2 Lite | `tensorflow-ic-efficientnet-lite2-classification-2` | [TensorFlow Hub-Verbindung](https://tfhub.dev/tensorflow/efficientnet/lite2/classification/2) | | EfficientNet B3 Lite | `tensorflow-ic-efficientnet-lite3-classification-2` | [TensorFlow Hub-Verbindung](https://tfhub.dev/tensorflow/efficientnet/lite3/classification/2) | | EfficientNet B4 Lite | `tensorflow-ic-efficientnet-lite4-classification-2` | [TensorFlow Hub-Verbindung](https://tfhub.dev/tensorflow/efficientnet/lite4/classification/2) | | MobileNet V1 1.00 224 | `tensorflow-ic-imagenet-mobilenet-v1-100-224-classification-4` | [TensorFlow Hub-Verbindung](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 Hub-Verbindung](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 Hub-Verbindung](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 Hub-Verbindung](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 Hub-Verbindung](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 Hub-Verbindung](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 Hub-Verbindung](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 Hub-Verbindung](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 Hub-Verbindung](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 Hub-Verbindung](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 Hub-Verbindung](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 Hub-Verbindung](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 Hub-Verbindung](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 Hub-Verbindung](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 Hub-Verbindung](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 Hub-Verbindung](https://tfhub.dev/google/imagenet/mobilenet_v1_025_128/classification/4) | | Bit-S R50x1 | `tensorflow-ic-bit-s-r50x1-ilsvrc2012-classification-1` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/bit/s-r50x1/ilsvrc2012_classification/1) | | Bit-S R50x3 | `tensorflow-ic-bit-s-r50x3-ilsvrc2012-classification-1` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/bit/s-r50x3/ilsvrc2012_classification/1) | | Bit-S R101x1 | `tensorflow-ic-bit-s-r101x1-ilsvrc2012-classification-1` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/bit/s-r101x1/ilsvrc2012_classification/1) | | Bit-S R101x3 | `tensorflow-ic-bit-s-r101x3-ilsvrc2012-classification-1` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/bit/s-r101x3/ilsvrc2012_classification/1) | | Bit-M R50x1 | `tensorflow-ic-bit-m-r50x1-ilsvrc2012-classification-1` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/bit/m-r50x1/ilsvrc2012_classification/1) | | Bit-M R50x3 | `tensorflow-ic-bit-m-r50x3-ilsvrc2012-classification-1` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/bit/m-r50x3/ilsvrc2012_classification/1) | | Bit-M R101x1 | `tensorflow-ic-bit-m-r101x1-ilsvrc2012-classification-1` | [TensorFlow Hub-Verbindung](https://tfhub.dev/google/bit/m-r101x1/ilsvrc2012_classification/1) | | Bit-M R101x3 | `tensorflow-ic-bit-m-r101x3-ilsvrc2012-classification-1` | [TensorFlow Hub-Verbindung](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 Hub-Verbindung](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 Hub-Verbindung](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 Hub-Verbindung](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 Hub-Verbindung](https://tfhub.dev/google/bit/m-r101x3/imagenet21k_classification/1) |