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ModelZoo
ResNet50_tensorflow
Commits
00633c22
Commit
00633c22
authored
Mar 03, 2021
by
A. Unique TensorFlower
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official/vision/beta/MODEL_GARDEN.md
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official/vision/beta/MODEL_GARDEN.md
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00633c22
...
@@ -65,9 +65,9 @@ ResNet-RS-350 | 320x320 | 164.3 | 84.2 | 96.9 | [config](https://github.c
...
@@ -65,9 +65,9 @@ ResNet-RS-350 | 320x320 | 164.3 | 84.2 | 96.9 | [config](https://github.c
| backbone | resolution | epochs | FLOPs (B) | params (M) | box AP | download |
| backbone | resolution | epochs | FLOPs (B) | params (M) | box AP | download |
| ------------ |:-------------:| ---------:|-----------:|--------:|---------:|-----------:|
| ------------ |:-------------:| ---------:|-----------:|--------:|---------:|-----------:|
| SpineNet-49 | 640x640 | 500 | 85.4| 28.5 | 44.2 |
[
config
](
https://github.com/tensorflow/models/blob/master/official/vision/beta/configs/experiments/retinanet/coco_spinenet49_tpu.yaml
)
|
| SpineNet-49 | 640x640 | 500 | 85.4| 28.5 | 44.2 |
[
config
](
https://github.com/tensorflow/models/blob/master/official/vision/beta/configs/experiments/retinanet/coco_spinenet49_tpu.yaml
)
[
TB.dev
]
(https://tensorboard.dev/experiment/n2UN83TkTdyKZn3slCWulg/#scalars&_smoothingWeight=0)
|
| SpineNet-96 | 1024x1024 | 500 | 265.4 | 43.0 | 48.5 |
[
config
](
https://github.com/tensorflow/models/blob/master/official/vision/beta/configs/experiments/retinanet/coco_spinenet96_tpu.yaml
)
|
| SpineNet-96 | 1024x1024 | 500 | 265.4 | 43.0 | 48.5 |
[
config
](
https://github.com/tensorflow/models/blob/master/official/vision/beta/configs/experiments/retinanet/coco_spinenet96_tpu.yaml
)
[
TB.dev
]
(https://tensorboard.dev/experiment/n2UN83TkTdyKZn3slCWulg/#scalars&_smoothingWeight=0)
|
| SpineNet-143 | 1280x1280 | 500 | 524.0 | 67.0 | 50.0 |
[
config
](
https://github.com/tensorflow/models/blob/master/official/vision/beta/configs/experiments/retinanet/coco_spinenet143_tpu.yaml
)
|
| SpineNet-143 | 1280x1280 | 500 | 524.0 | 67.0 | 50.0 |
[
config
](
https://github.com/tensorflow/models/blob/master/official/vision/beta/configs/experiments/retinanet/coco_spinenet143_tpu.yaml
)
[
TB.dev
]
(https://tensorboard.dev/experiment/n2UN83TkTdyKZn3slCWulg/#scalars&_smoothingWeight=0)
|
### Instance Segmentation Baselines
### Instance Segmentation Baselines
...
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