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Shashank Suhas
seminar-breakout
Commits
bc3f8353
Commit
bc3f8353
authored
Jan 18, 2018
by
Yuxin Wu
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use links in model zoo
parent
ded6e834
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examples/A3C-Gym/README.md
examples/A3C-Gym/README.md
+1
-1
examples/FasterRCNN/README.md
examples/FasterRCNN/README.md
+1
-1
examples/ResNet/README.md
examples/ResNet/README.md
+1
-1
examples/Saliency/README.md
examples/Saliency/README.md
+1
-1
No files found.
examples/A3C-Gym/README.md
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bc3f8353
...
@@ -31,7 +31,7 @@ multiprocess Python program to get a cgroup dedicated for the task.
...
@@ -31,7 +31,7 @@ multiprocess Python program to get a cgroup dedicated for the task.
### To test a model:
### To test a model:
Download models from
[
model zoo
](
http
s://goo.gl/9yIol2
)
.
Download models from
[
model zoo
](
http
://models.tensorpack.com/OpenAIGym/
)
.
Watch the agent play:
Watch the agent play:
`./train-atari.py --task play --env Breakout-v0 --load Breakout-v0.npz`
`./train-atari.py --task play --env Breakout-v0 --load Breakout-v0.npz`
...
...
examples/FasterRCNN/README.md
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bc3f8353
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@@ -5,7 +5,7 @@ Faster-RCNN / Mask-RCNN (without FPN) on COCO.
...
@@ -5,7 +5,7 @@ Faster-RCNN / Mask-RCNN (without FPN) on COCO.
## Dependencies
## Dependencies
+
Python 3; TensorFlow >= 1.4.0
+
Python 3; TensorFlow >= 1.4.0
+
[
pycocotools
](
https://github.com/pdollar/coco/tree/master/PythonAPI/pycocotools
)
, OpenCV.
+
[
pycocotools
](
https://github.com/pdollar/coco/tree/master/PythonAPI/pycocotools
)
, OpenCV.
+
Pre-trained
[
ResNet model
](
http
s://goo.gl/6XjK9V
)
from tensorpack model zoo.
+
Pre-trained
[
ResNet model
](
http
://models.tensorpack.com/ResNet/
)
from tensorpack model zoo.
+
COCO data. It assumes the following directory structure:
+
COCO data. It assumes the following directory structure:
```
```
DIR/
DIR/
...
...
examples/ResNet/README.md
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bc3f8353
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@@ -9,7 +9,7 @@ __Training__ code of three variants of ResNet on ImageNet:
...
@@ -9,7 +9,7 @@ __Training__ code of three variants of ResNet on ImageNet:
The training mostly follows the setup in
[
fb.resnet.torch
](
https://github.com/facebook/fb.resnet.torch
)
The training mostly follows the setup in
[
fb.resnet.torch
](
https://github.com/facebook/fb.resnet.torch
)
and gets similar performance (with much fewer lines of code).
and gets similar performance (with much fewer lines of code).
Models can be
[
downloaded here
](
http
s://goo.gl/6XjK9V
)
.
Models can be
[
downloaded here
](
http
://models.tensorpack.com/ResNet/
)
.
| Model | Top 5 Error | Top 1 Error |
| Model | Top 5 Error | Top 1 Error |
|:-------------------|-------------|------------:|
|:-------------------|-------------|------------:|
...
...
examples/Saliency/README.md
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bc3f8353
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@@ -39,7 +39,7 @@ Usage:
...
@@ -39,7 +39,7 @@ Usage:
./CAM-resnet.py
--data
/path/to/imagenet
[
--load
ImageNet-ResNet18-Preact.npz]
[
--gpu
0,1,2,3]
./CAM-resnet.py
--data
/path/to/imagenet
[
--load
ImageNet-ResNet18-Preact.npz]
[
--gpu
0,1,2,3]
```
```
Pretrained and fine-tuned ResNet can be downloaded
Pretrained and fine-tuned ResNet can be downloaded
[
here
](
http
s://goo.gl/6XjK9V
)
and
[
here
](
http://models.tensorpack.com/Visualization/
)
.
[
here
](
http
://models.tensorpack.com/ResNet/
)
and
[
here
](
http://models.tensorpack.com/Visualization/
)
.
2.
Generate CAM on ImageNet validation set:
2.
Generate CAM on ImageNet validation set:
```
bash
```
bash
...
...
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