From 6e492d8c30c1c144ea21e563467e311c4428938e Mon Sep 17 00:00:00 2001 From: Julian Tatsch Date: Fri, 18 Aug 2017 13:54:28 +0200 Subject: [PATCH] added examples for other weights, pascal_voc works too --- .gitignore | 5 +++- README.md | 23 +++++++++++++----- test.jpg => example_images/ade20k.jpg | Bin example_images/pascal_voc.jpg | Bin 0 -> 105670 bytes example_images/test_probs.jpg | Bin 0 -> 77088 bytes .../test_pycaffe.jpg | Bin example_images/test_seg.jpg | Bin 0 -> 62819 bytes example_images/test_seg_blended.jpg | Bin 0 -> 219271 bytes example_results/ade20k_probs.jpg | Bin 0 -> 77088 bytes example_results/ade20k_seg.jpg | Bin 0 -> 62819 bytes example_results/ade20k_seg_blended.jpg | Bin 0 -> 219271 bytes example_results/cityscapes_probs.jpg | Bin 0 -> 77162 bytes example_results/cityscapes_seg.jpg | Bin 0 -> 85690 bytes example_results/cityscapes_seg_blended.jpg | Bin 0 -> 153981 bytes example_results/pascal_voc_probs.jpg | Bin 0 -> 17203 bytes example_results/pascal_voc_seg.jpg | Bin 0 -> 11888 bytes example_results/pascal_voc_seg_blended.jpg | Bin 0 -> 34447 bytes pspnet.py | 17 +++++++------ test_probs.jpg | Bin 61985 -> 0 bytes test_seg.jpg | Bin 62576 -> 0 bytes test_seg_blended.jpg | Bin 220545 -> 0 bytes weight_converter.py | 2 ++ 22 files changed, 32 insertions(+), 15 deletions(-) rename test.jpg => example_images/ade20k.jpg (100%) create mode 100644 example_images/pascal_voc.jpg create mode 100644 example_images/test_probs.jpg rename test_pycaffe.jpg => example_images/test_pycaffe.jpg (100%) create mode 100644 example_images/test_seg.jpg create mode 100644 example_images/test_seg_blended.jpg create mode 100644 example_results/ade20k_probs.jpg create mode 100644 example_results/ade20k_seg.jpg create mode 100644 example_results/ade20k_seg_blended.jpg create mode 100644 example_results/cityscapes_probs.jpg create mode 100644 example_results/cityscapes_seg.jpg create mode 100644 example_results/cityscapes_seg_blended.jpg create mode 100644 example_results/pascal_voc_probs.jpg create mode 100644 example_results/pascal_voc_seg.jpg create mode 100644 example_results/pascal_voc_seg_blended.jpg mode change 100644 => 100755 pspnet.py delete mode 100644 test_probs.jpg delete mode 100644 test_seg.jpg delete mode 100644 test_seg_blended.jpg diff --git a/.gitignore b/.gitignore index 60bf75b..53a9627 100644 --- a/.gitignore +++ b/.gitignore @@ -1,4 +1,7 @@ *.npy *.pyc *.png - +*.caffemodel +*.prototxt +*.h5 +*.json diff --git a/README.md b/README.md index feab14e..16ed934 100644 --- a/README.md +++ b/README.md @@ -17,18 +17,27 @@ Already converted weights can be downloaded here: [pspnet101_cityscapes.npy](https://www.dropbox.com/s/b21j6hi6qql90l0/pspnet101_cityscapes.npy?dl=0) [pspnet101_voc2012.npy](https://www.dropbox.com/s/xkjmghsbn6sfj9k/pspnet101_voc2012.npy?dl=0) -weights should be placed in the directory with pspnet.py +npy weights should be placed in the directory weights/npy. The interpolation layer is implemented as custom layer "Interp" ## Important Results Keras: -![Original](test.jpg) +![Original](example_images/ade20k.jpg) +![New](example_results/ade20k_seg.jpg) +![New](example_results/ade20k_seg_blended.jpg) +![New](example_results/ade20k_probs.jpg) -![New](test_seg.jpg) -![New](test_seg_blended.jpg) -![New](test_probs.jpg) +![Original](example_images/cityscapes.png) +![New](example_results/cityscapes_seg.jpg) +![New](example_results/cityscapes_seg_blended.jpg) +![New](example_results/cityscapes_probs.jpg) + +![Original](example_images/pascal_voc.jpg) +![New](example_results/pascal_voc_seg.jpg) +![New](example_results/pascal_voc_seg_blended.jpg) +![New](example_results/pascal_voc_probs.jpg) ## Pycaffe result ![Pycaffe results](test_pycaffe.jpg) @@ -42,5 +51,7 @@ Results Keras: ## Usage: ```bash -python pspnet.py --input-path INPUT_PATH --output-path OUTPUT_PATH +python pspnet.py +python pspnet.py -m pspnet101_cityscapes -i example_images/cityscapes.png -o example_results/cityscapes.jpg +python pspnet.py -m pspnet101_voc2012 -i example_images/pascal_voc.jpg -o example_results/pascal_voc.jpg ``` diff --git a/test.jpg b/example_images/ade20k.jpg similarity index 100% rename from test.jpg rename to example_images/ade20k.jpg diff --git a/example_images/pascal_voc.jpg b/example_images/pascal_voc.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e31945ee0e50de045e99dbd2f42a895e5e797759 GIT binary patch literal 105670 zcmbTdWmH>V&^{Vm3&ovK+$rv)w8gDJaY>6yad#^ecPUJ~MltJ@Y&>a~@V7wgHbdRW(!rSXcl67UlzZfC63s zu(AGY|Ml4aHC&wkdOTcQ99(=neEk182#5&r35W>r@d-%?iHQGem~W&c#H9cI_-~N^ zy%ZY{2M3Rs0H5H0PWk`TJq!UT2(kWR>Ed9q1F$Kua44`I#sEN!oOu5u9!A*zZCKbi zxOn&k7%@mNCv-fwGV5gHF8G3M+r%>Mvf3OvduqRRMG`fmx?y{N^aGRg=!p0^Cs z82mtRiraWc6A{zW(K9e|ar5x<@k>ZbNz2H}y?Cjjs-~`?Y53a6*u>P#+}6(C!O_Xt z#mCprKOitDIOct9+=uvt#LTShoZP&R`30ZLD=Mq1ztq&WwzYS3c6Imkj*O0tPfSit 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