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ModelZoo
ResNet50_tensorflow
Commits
1fa648a7
Commit
1fa648a7
authored
Jun 06, 2021
by
Hongkun Yu
Committed by
A. Unique TensorFlower
Jun 06, 2021
Browse files
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PiperOrigin-RevId: 377803367
parent
ed7d404f
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official/vision/beta/projects/movinet/configs/yaml/movinet_t0_k600_8x8.yaml
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official/vision/beta/projects/movinet/configs/yaml/movinet_t0_stream_k600_8x8.yaml
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official/vision/beta/projects/movinet/movinet_tutorial.ipynb
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official/vision/beta/projects/movinet/requirements.txt
official/vision/beta/projects/movinet/requirements.txt
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official/vision/beta/projects/simclr/README.md
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official/vision/beta/projects/simclr/configs/experiments/cifar_simclr_pretrain.yaml
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official/vision/beta/projects/simclr/configs/experiments/imagenet_simclr_finetune_gpu.yaml
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official/vision/beta/projects/simclr/configs/experiments/imagenet_simclr_finetune_tpu.yaml
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official/vision/beta/projects/simclr/configs/experiments/imagenet_simclr_pretrain_gpu.yaml
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official/vision/beta/projects/simclr/configs/experiments/imagenet_simclr_pretrain_tpu.yaml
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official/vision/beta/projects/yolo/README.md
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official/vision/beta/projects/yolo/configs/experiments/csp_darknet53.yaml
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official/vision/beta/projects/yolo/configs/experiments/csp_darknet53_tfds.yaml
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official/vision/beta/projects/yolo/configs/experiments/darknet53.yaml
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official/vision/beta/projects/yolo/configs/experiments/darknet53_tfds.yaml
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official/vision/beta/projects/yt8m/README.md
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official/vision/beta/projects/yt8m/experiments/yt8m.yaml
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official/vision/beta/projects/yt8m/experiments/yt8m_test.yaml
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official/vision/detection/README.md
official/vision/detection/README.md
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official/vision/image_classification/README.md
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official/vision/beta/projects/movinet/configs/yaml/movinet_t0_k600_8x8.yaml
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1fa648a7
# Copyright 2021 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# Video classification on Kinetics-600 using MoViNet-T0 backbone.
# --experiment_type=movinet_kinetics600
# Achieves 68.40% Top-1 accuracy.
...
...
official/vision/beta/projects/movinet/configs/yaml/movinet_t0_stream_k600_8x8.yaml
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1fa648a7
# Copyright 2021 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# Video classification on Kinetics-600 using MoViNet-T0-Stream backbone.
# --experiment_type=movinet_kinetics600
# Achieves 67.17% Top-1 accuracy.
...
...
official/vision/beta/projects/movinet/movinet_tutorial.ipynb
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1fa648a7
# Copyright 2021 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
{
"cells": [
{
...
...
official/vision/beta/projects/movinet/requirements.txt
View file @
1fa648a7
# Copyright 2021 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
mediapy
official/vision/beta/projects/simclr/README.md
View file @
1fa648a7
# Copyright 2021 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# Simple Framework for Contrastive Learning
[

](https://arxiv.org/abs/2002.05709)
...
...
official/vision/beta/projects/simclr/configs/experiments/cifar_simclr_pretrain.yaml
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1fa648a7
# Copyright 2021 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# Cifar classification.
runtime
:
distribution_strategy
:
'
mirrored'
...
...
official/vision/beta/projects/simclr/configs/experiments/imagenet_simclr_finetune_gpu.yaml
View file @
1fa648a7
# Copyright 2021 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# SimCLR Imagenet 10% finetuning.
runtime
:
distribution_strategy
:
'
mirrored'
...
...
official/vision/beta/projects/simclr/configs/experiments/imagenet_simclr_finetune_tpu.yaml
View file @
1fa648a7
# Copyright 2021 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# SimCLR Imagenet 10% finetuning.
runtime
:
distribution_strategy
:
'
tpu'
...
...
official/vision/beta/projects/simclr/configs/experiments/imagenet_simclr_pretrain_gpu.yaml
View file @
1fa648a7
# Copyright 2021 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# SimCLR Imagenet pretraining.
runtime
:
distribution_strategy
:
'
mirrored'
...
...
official/vision/beta/projects/simclr/configs/experiments/imagenet_simclr_pretrain_tpu.yaml
View file @
1fa648a7
# Copyright 2021 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# SimCLR Imagenet pretraining.
runtime
:
distribution_strategy
:
'
tpu'
...
...
official/vision/beta/projects/yolo/README.md
View file @
1fa648a7
# Copyright 2021 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# YOLO Object Detectors, You Only Look Once
[

](https://arxiv.org/abs/1804.02767)
...
...
official/vision/beta/projects/yolo/configs/experiments/csp_darknet53.yaml
View file @
1fa648a7
# Copyright 2021 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
runtime
:
distribution_strategy
:
'
mirrored'
mixed_precision_dtype
:
'
float32'
...
...
official/vision/beta/projects/yolo/configs/experiments/csp_darknet53_tfds.yaml
View file @
1fa648a7
# Copyright 2021 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
runtime
:
distribution_strategy
:
'
mirrored'
mixed_precision_dtype
:
'
float16'
...
...
official/vision/beta/projects/yolo/configs/experiments/darknet53.yaml
View file @
1fa648a7
# Copyright 2021 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
runtime
:
distribution_strategy
:
'
mirrored'
mixed_precision_dtype
:
'
float32'
...
...
official/vision/beta/projects/yolo/configs/experiments/darknet53_tfds.yaml
View file @
1fa648a7
# Copyright 2021 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
runtime
:
distribution_strategy
:
'
mirrored'
mixed_precision_dtype
:
'
float16'
...
...
official/vision/beta/projects/yt8m/README.md
View file @
1fa648a7
# Copyright 2021 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# YouTube-8M Tensorflow Starter Code
DISCLAIMER: This project is still under development.
...
...
official/vision/beta/projects/yt8m/experiments/yt8m.yaml
View file @
1fa648a7
# Copyright 2021 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# yt8m config file
task
:
model
:
...
...
official/vision/beta/projects/yt8m/experiments/yt8m_test.yaml
View file @
1fa648a7
# Copyright 2021 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# yt8m test config file
task
:
model
:
...
...
official/vision/detection/README.md
View file @
1fa648a7
# Copyright 2021 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# Object Detection Models on TensorFlow 2
**WARNING**
: This repository will be deprecated and replaced by the solid
...
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official/vision/image_classification/README.md
View file @
1fa648a7
# Copyright 2021 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# Image Classification
This folder contains TF 2.0 model examples for image classification:
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