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bash script and Py3 fix link of coco #8

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0aa46a2
script for nms and roialign
skrish13 Mar 26, 2018
9e25a38
added make.sh instructions and py3 coco fix link
skrish13 Mar 26, 2018
e272f2b
Update coco.py
skrish13 Mar 29, 2018
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23 changes: 3 additions & 20 deletions README.md
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Expand Up @@ -52,26 +52,9 @@ Examples of generated masks. These then get scaled and placed on the image in th
The two functions are Non-Maximum Suppression from ruotianluo's [pytorch-faster-rcnn](https://github.com/ruotianluo/pytorch-faster-rcnn)
repository and longcw's [RoiAlign](https://github.com/longcw/RoIAlign.pytorch).

| GPU | arch |
| --- | --- |
| TitanX | sm_52 |
| GTX 960M | sm_50 |
| GTX 1070 | sm_61 |
| GTX 1080 (Ti) | sm_61 |

cd nms/src/cuda/
nvcc -c -o nms_kernel.cu.o nms_kernel.cu -x cu -Xcompiler -fPIC -arch=[arch]
cd ../../
python build.py
cd ../

cd roialign/roi_align/src/cuda/
nvcc -c -o crop_and_resize_kernel.cu.o crop_and_resize_kernel.cu -x cu -Xcompiler -fPIC -arch=[arch]
cd ../../
python build.py
cd ../../

3. As we use the [COCO dataset](http://cocodataset.org/#home) install the [Python COCO API](https://github.com/cocodataset/cocoapi) and
bash make.sh

3. As we use the [COCO dataset](http://cocodataset.org/#home) install the [Python3 fix](https://github.com/waleedka/coco) of [Python COCO API](https://github.com/cocodataset/cocoapi) and
create a symlink.

ln -s /path/to/coco/cocoapi/PythonAPI/pycocotools/ pycocotools
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8 changes: 2 additions & 6 deletions coco.py
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Expand Up @@ -446,12 +446,8 @@ class InferenceConfig(CocoConfig):
config.display()

# Create model
if args.command == "train":
model = modellib.MaskRCNN(config=config,
model_dir=args.logs)
else:
model = modellib.MaskRCNN(config=config,
model_dir=args.logs)
model = modellib.MaskRCNN(config=config, model_dir=args.logs)

if config.GPU_COUNT:
model = model.cuda()

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23 changes: 23 additions & 0 deletions make.sh
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@@ -0,0 +1,23 @@
# Which CUDA capabilities do we want to pre-build for?
# https://developer.nvidia.com/cuda-gpus
# Compute/shader model Cards
# 7.0 V100, Titan V
# 6.1 P4, P40, Titan Xp, GTX 1080 Ti, GTX 1080
# 6.0 P100
# 5.2 M40, Titan X, GTX 980
# 3.7 K80
# 3.5 K40, K20
# 3.0 K10, Grid K520 (AWS G2)
##### Please change this accordingly ########
arch = 'sm_61'
cd nms/src/cuda/
nvcc -c -o nms_kernel.cu.o nms_kernel.cu -x cu -Xcompiler -fPIC -arch=$arch
cd ../../
python3 build.py
cd ../

cd roialign/roi_align/src/cuda/
nvcc -c -o crop_and_resize_kernel.cu.o crop_and_resize_kernel.cu -x cu -Xcompiler -fPIC -arch=$arch
cd ../../
python3 build.py
cd ../../