Terjemahan disediakan oleh mesin penerjemah. Jika konten terjemahan yang diberikan bertentangan dengan versi bahasa Inggris aslinya, utamakan versi bahasa Inggris. # TensorFlow Model Hub Model pra-pelatihan berikut tersedia untuk digunakan untuk pembelajaran transfer dengan Klasifikasi Gambar - TensorFlow algoritma. Model berikut bervariasi secara signifikan dalam ukuran, jumlah parameter model, waktu pelatihan, dan latensi inferensi untuk kumpulan data tertentu. Model terbaik untuk kasus penggunaan Anda bergantung pada kompleksitas dataset fine tuning Anda dan persyaratan apa pun yang Anda miliki tentang waktu pelatihan, latensi inferensi, atau akurasi model. | Nama Model | `model_id` | Sumber | | --- | --- | --- | | MobileNet V2 1.00 224 | `tensorflow-ic-imagenet-mobilenet-v2-100-224-classification-4` | [TensorFlow Tautan 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 Tautan 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 Tautan 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 Tautan 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 Tautan 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 Tautan hub ](https://tfhub.dev/google/imagenet/mobilenet_v2_130_224/classification/4) | | MobileNet V2 | `tensorflow-ic-tf2-preview-mobilenet-v2-classification-4` | [TensorFlow Tautan hub ](https://tfhub.dev/google/tf2-preview/mobilenet_v2/classification/4) | | Inception V3 | `tensorflow-ic-imagenet-inception-v3-classification-4` | [TensorFlow Tautan hub ](https://tfhub.dev/google/imagenet/inception_v3/classification/4) | | Permulaan V2 | `tensorflow-ic-imagenet-inception-v2-classification-4` | [TensorFlow Tautan hub ](https://tfhub.dev/google/imagenet/inception_v2/classification/4) | | Permulaan V1 | `tensorflow-ic-imagenet-inception-v1-classification-4` | [TensorFlow Tautan hub ](https://tfhub.dev/google/imagenet/inception_v1/classification/4) | | Pratinjau Inception V3 | `tensorflow-ic-tf2-preview-inception-v3-classification-4` | [TensorFlow Tautan hub ](https://tfhub.dev/google/tf2-preview/inception_v3/classification/4) | | Permulaan ResNet V2 | `tensorflow-ic-imagenet-inception-resnet-v2-classification-4` | [TensorFlow Tautan hub ](https://tfhub.dev/google/imagenet/inception_resnet_v2/classification/4) | | ResNet V2.50 | `tensorflow-ic-imagenet-resnet-v2-50-classification-4` | [TensorFlow Tautan hub ](https://tfhub.dev/google/imagenet/resnet_v2_50/classification/4) | | ResNet V2-101 | `tensorflow-ic-imagenet-resnet-v2-101-classification-4` | [TensorFlow Tautan hub ](https://tfhub.dev/google/imagenet/resnet_v2_101/classification/4) | | ResNet V2-152 | `tensorflow-ic-imagenet-resnet-v2-152-classification-4` | [TensorFlow Tautan hub ](https://tfhub.dev/google/imagenet/resnet_v2_152/classification/4) | | ResNet V1 50 | `tensorflow-ic-imagenet-resnet-v1-50-classification-4` | [TensorFlow Tautan hub ](https://tfhub.dev/google/imagenet/resnet_v1_50/classification/4) | | ResNet V1 101 | `tensorflow-ic-imagenet-resnet-v1-101-classification-4` | [TensorFlow Tautan hub ](https://tfhub.dev/google/imagenet/resnet_v1_101/classification/4) | | ResNet V1 152 | `tensorflow-ic-imagenet-resnet-v1-152-classification-4` | [TensorFlow Tautan hub ](https://tfhub.dev/google/imagenet/resnet_v1_152/classification/4) | | ResNet 50 | `tensorflow-ic-imagenet-resnet-50-classification-4` | [TensorFlow Tautan hub ](https://tfhub.dev/google/imagenet/resnet_50/classification/1) | | EfficientNet B0 | `tensorflow-ic-efficientnet-b0-classification-1` | [TensorFlow Tautan hub ](https://tfhub.dev/google/efficientnet/b0/classification/1) | | EfficientNet B1 | `tensorflow-ic-efficientnet-b1-classification-1` | [TensorFlow Tautan hub ](https://tfhub.dev/google/efficientnet/b1/classification/1) | | EfficientNet B2 | `tensorflow-ic-efficientnet-b2-classification-1` | [TensorFlow Tautan hub ](https://tfhub.dev/google/efficientnet/b2/classification/1) | | EfficientNet B3 | `tensorflow-ic-efficientnet-b3-classification-1` | [TensorFlow Tautan hub ](https://tfhub.dev/google/efficientnet/b3/classification/1) | | EfficientNet B4 | `tensorflow-ic-efficientnet-b4-classification-1` | [TensorFlow Tautan hub ](https://tfhub.dev/google/efficientnet/b4/classification/1) | | EfficientNet B5 | `tensorflow-ic-efficientnet-b5-classification-1` | [TensorFlow Tautan hub ](https://tfhub.dev/google/efficientnet/b5/classification/1) | | EfficientNet B6 | `tensorflow-ic-efficientnet-b6-classification-1` | [TensorFlow Tautan hub ](https://tfhub.dev/google/efficientnet/b6/classification/1) | | EfficientNet B7 | `tensorflow-ic-efficientnet-b7-classification-1` | [TensorFlow Tautan hub ](https://tfhub.dev/google/efficientnet/b7/classification/1) | | EfficientNet B0 Lite | `tensorflow-ic-efficientnet-lite0-classification-2` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/efficientnet/lite0/classification/2) | | EfficientNet B1 Lite | `tensorflow-ic-efficientnet-lite1-classification-2` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/efficientnet/lite1/classification/2) | | EfficientNet B2 Lite | `tensorflow-ic-efficientnet-lite2-classification-2` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/efficientnet/lite2/classification/2) | | EfficientNet B3 Lite | `tensorflow-ic-efficientnet-lite3-classification-2` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/efficientnet/lite3/classification/2) | | EfficientNet B4 Lite | `tensorflow-ic-efficientnet-lite4-classification-2` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/efficientnet/lite4/classification/2) | | MobileNet V1 1,00 224 | `tensorflow-ic-imagenet-mobilenet-v1-100-224-classification-4` | [TensorFlow Tautan 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 Tautan 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 Tautan 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 Tautan 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 Tautan 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 Tautan 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 Tautan 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 Tautan 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 Tautan 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 Tautan 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 Tautan 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 Tautan 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 Tautan 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 Tautan 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 Tautan 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 Tautan hub ](https://tfhub.dev/google/imagenet/mobilenet_v1_025_128/classification/4) | | BiT-S R50x1 | `tensorflow-ic-bit-s-r50x1-ilsvrc2012-classification-1` | [TensorFlow Tautan hub ](https://tfhub.dev/google/bit/s-r50x1/ilsvrc2012_classification/1) | | BiT-S R50X3 | `tensorflow-ic-bit-s-r50x3-ilsvrc2012-classification-1` | [TensorFlow Tautan hub ](https://tfhub.dev/google/bit/s-r50x3/ilsvrc2012_classification/1) | | BiT-S R101x1 | `tensorflow-ic-bit-s-r101x1-ilsvrc2012-classification-1` | [TensorFlow Tautan hub ](https://tfhub.dev/google/bit/s-r101x1/ilsvrc2012_classification/1) | | BiT-S R101x3 | `tensorflow-ic-bit-s-r101x3-ilsvrc2012-classification-1` | [TensorFlow Tautan hub ](https://tfhub.dev/google/bit/s-r101x3/ilsvrc2012_classification/1) | | BiT-M R50x1 | `tensorflow-ic-bit-m-r50x1-ilsvrc2012-classification-1` | [TensorFlow Tautan hub ](https://tfhub.dev/google/bit/m-r50x1/ilsvrc2012_classification/1) | | BiT-M R50X3 | `tensorflow-ic-bit-m-r50x3-ilsvrc2012-classification-1` | [TensorFlow Tautan hub ](https://tfhub.dev/google/bit/m-r50x3/ilsvrc2012_classification/1) | | BiT-M R101x1 | `tensorflow-ic-bit-m-r101x1-ilsvrc2012-classification-1` | [TensorFlow Tautan hub ](https://tfhub.dev/google/bit/m-r101x1/ilsvrc2012_classification/1) | | BiT-M R101x3 | `tensorflow-ic-bit-m-r101x3-ilsvrc2012-classification-1` | [TensorFlow Tautan hub ](https://tfhub.dev/google/bit/m-r101x3/ilsvrc2012_classification/1) | | BiT-M R50x1 ImageNet-21k | `tensorflow-ic-bit-m-r50x1-imagenet21k-classification-1` | [TensorFlow Tautan hub ](https://tfhub.dev/google/bit/m-r50x1/imagenet21k_classification/1) | | BiT-M R50X3 ImageNet-21k | `tensorflow-ic-bit-m-r50x3-imagenet21k-classification-1` | [TensorFlow Tautan hub ](https://tfhub.dev/google/bit/m-r50x3/imagenet21k_classification/1) | | BiT-M R101x1 ImageNet-21k | `tensorflow-ic-bit-m-r101x1-imagenet21k-classification-1` | [TensorFlow Tautan hub ](https://tfhub.dev/google/bit/m-r101x1/imagenet21k_classification/1) | | BiT-M R101x3 ImageNet-21k | `tensorflow-ic-bit-m-r101x3-imagenet21k-classification-1` | [TensorFlow Tautan hub ](https://tfhub.dev/google/bit/m-r101x3/imagenet21k_classification/1) |