기계 번역으로 제공되는 번역입니다. 제공된 번역과 원본 영어의 내용이 상충하는 경우에는 영어 버전이 우선합니다. # TensorFlow Hub 모델 다음과 같은 사전 훈련된 모델을 이미지 분류 - TensorFlow 알고리즘과 함께 전이 학습에 사용할 수 있습니다. 다음 모델은 주어진 데이터세트의 크기, 모델 파라미터 수, 훈련 시간, 추론 지연 시간이 크게 다릅니다. 사용 사례에 가장 적합한 모델은 미세 조정 데이터세트의 복잡도와 훈련 시간, 추론 지연 시간 또는 모델 정확도 관련 요건에 따라 달라집니다. | 모델 이름 | `model_id` | 소스 | | --- | --- | --- | | MobileNet V2 1.00 224 | `tensorflow-ic-imagenet-mobilenet-v2-100-224-classification-4` | [TensorFlow Hub 링크](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 링크](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 링크](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 링크](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 링크](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 링크](https://tfhub.dev/google/imagenet/mobilenet_v2_130_224/classification/4) | | MobileNet V2 | `tensorflow-ic-tf2-preview-mobilenet-v2-classification-4` | [TensorFlow Hub 링크](https://tfhub.dev/google/tf2-preview/mobilenet_v2/classification/4) | | Inception V3 | `tensorflow-ic-imagenet-inception-v3-classification-4` | [TensorFlow Hub 링크](https://tfhub.dev/google/imagenet/inception_v3/classification/4) | | Inception V2 | `tensorflow-ic-imagenet-inception-v2-classification-4` | [TensorFlow Hub 링크](https://tfhub.dev/google/imagenet/inception_v2/classification/4) | | Inception V1 | `tensorflow-ic-imagenet-inception-v1-classification-4` | [TensorFlow Hub 링크](https://tfhub.dev/google/imagenet/inception_v1/classification/4) | | Inception V3 Preview | `tensorflow-ic-tf2-preview-inception-v3-classification-4` | [TensorFlow Hub 링크](https://tfhub.dev/google/tf2-preview/inception_v3/classification/4) | | Inception ResNet V2 | `tensorflow-ic-imagenet-inception-resnet-v2-classification-4` | [TensorFlow Hub 링크](https://tfhub.dev/google/imagenet/inception_resnet_v2/classification/4) | | ResNet V2 50 | `tensorflow-ic-imagenet-resnet-v2-50-classification-4` | [TensorFlow Hub 링크](https://tfhub.dev/google/imagenet/resnet_v2_50/classification/4) | | ResNet V2 101 | `tensorflow-ic-imagenet-resnet-v2-101-classification-4` | [TensorFlow Hub 링크](https://tfhub.dev/google/imagenet/resnet_v2_101/classification/4) | | ResNet V2 152 | `tensorflow-ic-imagenet-resnet-v2-152-classification-4` | [TensorFlow Hub 링크](https://tfhub.dev/google/imagenet/resnet_v2_152/classification/4) | | ResNet V1 50 | `tensorflow-ic-imagenet-resnet-v1-50-classification-4` | [TensorFlow Hub 링크](https://tfhub.dev/google/imagenet/resnet_v1_50/classification/4) | | ResNet V1 101 | `tensorflow-ic-imagenet-resnet-v1-101-classification-4` | [TensorFlow Hub 링크](https://tfhub.dev/google/imagenet/resnet_v1_101/classification/4) | | ResNet V1 152 | `tensorflow-ic-imagenet-resnet-v1-152-classification-4` | [TensorFlow Hub 링크](https://tfhub.dev/google/imagenet/resnet_v1_152/classification/4) | | ResNet 50 | `tensorflow-ic-imagenet-resnet-50-classification-4` | [TensorFlow Hub 링크](https://tfhub.dev/google/imagenet/resnet_50/classification/1) | | EfficientNet B0 | `tensorflow-ic-efficientnet-b0-classification-1` | [TensorFlow Hub 링크](https://tfhub.dev/google/efficientnet/b0/classification/1) | | EfficientNet B1 | `tensorflow-ic-efficientnet-b1-classification-1` | [TensorFlow Hub 링크](https://tfhub.dev/google/efficientnet/b1/classification/1) | | EfficientNet B2 | `tensorflow-ic-efficientnet-b2-classification-1` | [TensorFlow Hub 링크](https://tfhub.dev/google/efficientnet/b2/classification/1) | | EfficientNet B3 | `tensorflow-ic-efficientnet-b3-classification-1` | [TensorFlow Hub 링크](https://tfhub.dev/google/efficientnet/b3/classification/1) | | EfficientNet B4 | `tensorflow-ic-efficientnet-b4-classification-1` | [TensorFlow Hub 링크](https://tfhub.dev/google/efficientnet/b4/classification/1) | | EfficientNet B5 | `tensorflow-ic-efficientnet-b5-classification-1` | [TensorFlow Hub 링크](https://tfhub.dev/google/efficientnet/b5/classification/1) | | EfficientNet B6 | `tensorflow-ic-efficientnet-b6-classification-1` | [TensorFlow Hub 링크](https://tfhub.dev/google/efficientnet/b6/classification/1) | | EfficientNet B7 | `tensorflow-ic-efficientnet-b7-classification-1` | [TensorFlow Hub 링크](https://tfhub.dev/google/efficientnet/b7/classification/1) | | EfficientNet B0 Lite | `tensorflow-ic-efficientnet-lite0-classification-2` | [TensorFlow Hub 링크](https://tfhub.dev/tensorflow/efficientnet/lite0/classification/2) | | EfficientNet B1 Lite | `tensorflow-ic-efficientnet-lite1-classification-2` | [TensorFlow Hub 링크](https://tfhub.dev/tensorflow/efficientnet/lite1/classification/2) | | EfficientNet B2 Lite | `tensorflow-ic-efficientnet-lite2-classification-2` | [TensorFlow Hub 링크](https://tfhub.dev/tensorflow/efficientnet/lite2/classification/2) | | EfficientNet B3 Lite | `tensorflow-ic-efficientnet-lite3-classification-2` | [TensorFlow Hub 링크](https://tfhub.dev/tensorflow/efficientnet/lite3/classification/2) | | EfficientNet B4 Lite | `tensorflow-ic-efficientnet-lite4-classification-2` | [TensorFlow Hub 링크](https://tfhub.dev/tensorflow/efficientnet/lite4/classification/2) | | MobileNet V1 1.00 224 | `tensorflow-ic-imagenet-mobilenet-v1-100-224-classification-4` | [TensorFlow Hub 링크](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 링크](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 링크](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 링크](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 링크](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 링크](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 링크](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 링크](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 링크](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 링크](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 링크](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 링크](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 링크](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 링크](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 링크](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 링크](https://tfhub.dev/google/imagenet/mobilenet_v1_025_128/classification/4) | | BiT-S R50x1 | `tensorflow-ic-bit-s-r50x1-ilsvrc2012-classification-1` | [TensorFlow Hub 링크](https://tfhub.dev/google/bit/s-r50x1/ilsvrc2012_classification/1) | | BiT-S R50x3 | `tensorflow-ic-bit-s-r50x3-ilsvrc2012-classification-1` | [TensorFlow Hub 링크](https://tfhub.dev/google/bit/s-r50x3/ilsvrc2012_classification/1) | | BiT-S R101x1 | `tensorflow-ic-bit-s-r101x1-ilsvrc2012-classification-1` | [TensorFlow Hub 링크](https://tfhub.dev/google/bit/s-r101x1/ilsvrc2012_classification/1) | | BiT-S R101x3 | `tensorflow-ic-bit-s-r101x3-ilsvrc2012-classification-1` | [TensorFlow Hub 링크](https://tfhub.dev/google/bit/s-r101x3/ilsvrc2012_classification/1) | | BiT-M R50x1 | `tensorflow-ic-bit-m-r50x1-ilsvrc2012-classification-1` | [TensorFlow Hub 링크](https://tfhub.dev/google/bit/m-r50x1/ilsvrc2012_classification/1) | | BiT-M R50x3 | `tensorflow-ic-bit-m-r50x3-ilsvrc2012-classification-1` | [TensorFlow Hub 링크](https://tfhub.dev/google/bit/m-r50x3/ilsvrc2012_classification/1) | | BiT-M R101x1 | `tensorflow-ic-bit-m-r101x1-ilsvrc2012-classification-1` | [TensorFlow Hub 링크](https://tfhub.dev/google/bit/m-r101x1/ilsvrc2012_classification/1) | | BiT-M R101x3 | `tensorflow-ic-bit-m-r101x3-ilsvrc2012-classification-1` | [TensorFlow Hub 링크](https://tfhub.dev/google/bit/m-r101x3/ilsvrc2012_classification/1) | | BiT-M R50x1 ImageNet-21k | `tensorflow-ic-bit-m-r50x1-imagenet21k-classification-1` | [TensorFlow Hub 링크](https://tfhub.dev/google/bit/m-r50x1/imagenet21k_classification/1) | | BiT-M R50x3 ImageNet-21k | `tensorflow-ic-bit-m-r50x3-imagenet21k-classification-1` | [TensorFlow Hub 링크](https://tfhub.dev/google/bit/m-r50x3/imagenet21k_classification/1) | | BiT-M R101x1 ImageNet-21k | `tensorflow-ic-bit-m-r101x1-imagenet21k-classification-1` | [TensorFlow Hub 링크](https://tfhub.dev/google/bit/m-r101x1/imagenet21k_classification/1) | | BiT-M R101x3 ImageNet-21k | `tensorflow-ic-bit-m-r101x3-imagenet21k-classification-1` | [TensorFlow Hub 링크](https://tfhub.dev/google/bit/m-r101x3/imagenet21k_classification/1) |