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Adds MobiletNetV3 to applications (#176)
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* Adds MobiletNetV3 to applications

* Update styles

* Fix the reshape for 'channels_first'

* Fix PEP8

Co-authored-by: Aleksandr <[email protected]>
Co-authored-by: Taehoon Lee <[email protected]>
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3 people authored Apr 1, 2020
1 parent 0bb8618 commit bc89834
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2 changes: 2 additions & 0 deletions README.md
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Expand Up @@ -53,6 +53,8 @@ and is distributed under the MIT license.
| [MobileNetV2(alpha=1.0)](keras_applications/mobilenet_v2.py) | 224 | 71.336 | 90.142 | 3.5M | 2.3M | [[paper]](https://arxiv.org/abs/1801.04381) [[tf-models]](https://github.com/tensorflow/models/blob/master/research/slim/nets/mobilenet/mobilenet_v2.py) |
| [MobileNetV2(alpha=1.3)](keras_applications/mobilenet_v2.py) | 224 | 74.680 | 92.122 | 5.4M | 3.8M | [[paper]](https://arxiv.org/abs/1801.04381) [[tf-models]](https://github.com/tensorflow/models/blob/master/research/slim/nets/mobilenet/mobilenet_v2.py) |
| [MobileNetV2(alpha=1.4)](keras_applications/mobilenet_v2.py) | 224 | 75.230 | 92.422 | 6.2M | 4.4M | [[paper]](https://arxiv.org/abs/1801.04381) [[tf-models]](https://github.com/tensorflow/models/blob/master/research/slim/nets/mobilenet/mobilenet_v2.py) |
| [MobileNetV3(small)](keras_applications/mobilenet_v3.py) | 224 | 68.076 | 87.800 | 2.6M | 0.9M | [[paper]](https://arxiv.org/abs/1905.02244) [[tf-models]](https://github.com/tensorflow/models/tree/master/research/slim/nets/mobilenet/mobilenet_v3.py) |
| [MobileNetV3(large)](keras_applications/mobilenet_v3.py) | 224 | 75.556 | 92.708 | 5.5M | 3.0M | [[paper]](https://arxiv.org/abs/1905.02244) [[tf-models]](https://github.com/tensorflow/models/tree/master/research/slim/nets/mobilenet/mobilenet_v3.py) |
| [DenseNet121](keras_applications/densenet.py) | 224 | 74.972 | 92.258 | 8.1M | 7.0M | [[paper]](https://arxiv.org/abs/1608.06993) [[torch]](https://github.com/liuzhuang13/DenseNet/blob/master/models/densenet.lua) |
| [DenseNet169](keras_applications/densenet.py) | 224 | 76.176 | 93.176 | 14.3M | 12.6M | [[paper]](https://arxiv.org/abs/1608.06993) [[torch]](https://github.com/liuzhuang13/DenseNet/blob/master/models/densenet.lua) |
| [DenseNet201](keras_applications/densenet.py) | 224 | 77.320 | 93.620 | 20.2M | 18.3M | [[paper]](https://arxiv.org/abs/1608.06993) [[torch]](https://github.com/liuzhuang13/DenseNet/blob/master/models/densenet.lua) |
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1 change: 1 addition & 0 deletions keras_applications/__init__.py
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Expand Up @@ -57,6 +57,7 @@ def correct_pad(backend, inputs, kernel_size):
from . import xception
from . import mobilenet
from . import mobilenet_v2
from . import mobilenet_v3
from . import densenet
from . import nasnet
from . import resnet
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