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ModelZoo
ResNet50_tensorflow
Commits
92266d5d
Commit
92266d5d
authored
Apr 06, 2022
by
A. Unique TensorFlower
Browse files
Added/corrected some links to configs.
PiperOrigin-RevId: 439929016
parent
a10eb09b
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official/vision/MODEL_GARDEN.md
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official/vision/MODEL_GARDEN.md
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92266d5d
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@@ -53,7 +53,7 @@ depth, label smoothing and dropout.
| ResNet-RS-200 | 256x256 | 93.4 | 83.5 | 96.6 |
[
config
](
https://github.com/tensorflow/models/blob/master/official/vision/configs/experiments/image_classification/imagenet_resnetrs200_i256.yaml
)
\|
[
ckpt
](
https://storage.cloud.google.com/tf_model_garden/vision/resnet-rs/resnet-rs-200-i256.tar.gz
)
|
| ResNet-RS-270 | 256x256 | 130.1 | 83.6 | 96.6 |
[
config
](
https://github.com/tensorflow/models/blob/master/official/vision/configs/experiments/image_classification/imagenet_resnetrs270_i256.yaml
)
\|
[
ckpt
](
https://storage.cloud.google.com/tf_model_garden/vision/resnet-rs/resnet-rs-270-i256.tar.gz
)
|
| ResNet-RS-350 | 256x256 | 164.3 | 83.7 | 96.7 |
[
config
](
https://github.com/tensorflow/models/blob/master/official/vision/configs/experiments/image_classification/imagenet_resnetrs350_i256.yaml
)
\|
[
ckpt
](
https://storage.cloud.google.com/tf_model_garden/vision/resnet-rs/resnet-rs-350-i256.tar.gz
)
|
| ResNet-RS-350 | 320x320 | 164.3 | 84.2 | 96.9 |
[
config
](
https://github.com/tensorflow/models/blob/master/official/vision/configs/experiments/image_classification/imagenet_resnetrs
42
0_i
256
.yaml
)
\|
[
ckpt
](
https://storage.cloud.google.com/tf_model_garden/vision/resnet-rs/resnet-rs-350-i320.tar.gz
)
|
| ResNet-RS-350 | 320x320 | 164.3 | 84.2 | 96.9 |
[
config
](
https://github.com/tensorflow/models/blob/master/official/vision/configs/experiments/image_classification/imagenet_resnetrs
35
0_i
320
.yaml
)
\|
[
ckpt
](
https://storage.cloud.google.com/tf_model_garden/vision/resnet-rs/resnet-rs-350-i320.tar.gz
)
|
#### Vision Transformer (ViT)
...
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@@ -100,7 +100,7 @@ evaluated on [COCO](https://cocodataset.org/) val2017.
| Backbone | Resolution | Epochs | FLOPs (B) | Params (M) | Box AP | Download |
| ------------ |:-------------:| -------:|--------------:|-----------:|-------:|---------:|
| R50-FPN | 640x640 | 12 | 97.0 | 34.0 | 34.3 | config|
| R50-FPN | 640x640 | 72 | 97.0 | 34.0 | 36.8 | config
\|
[
ckpt
](
https://storage.cloud.google.com/tf_model_garden/vision/retinanet/retinanet-resnet50fpn.tar.gz
)
|
| R50-FPN | 640x640 | 72 | 97.0 | 34.0 | 36.8 |
[
config
](
https://github.com/tensorflow/models/blob/master/official/vision/configs/retinanet.py#L187-L258
)
\|
[
ckpt
](
https://storage.cloud.google.com/tf_model_garden/vision/retinanet/retinanet-resnet50fpn.tar.gz
)
|
#### RetinaNet (Trained from scratch) with training features including:
...
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