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merge pifpaf - master (#357)
* feat: enable pifpaf inference support * refact: rm comments * feat: openpifpaf decoder finalized * fix: ci * fix: license badge * fix: gcc7 compilation * fix: conflicts w/ master branch ++
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README.md

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@@ -85,8 +85,6 @@ We compare the prediction performance of HyperPose with [OpenPose 1.6](https://g
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| OpenPose (MobileNet) | 17.9 MB | 432 x 368 | **84.32 FPS** | 8.5 FPS (TF-Pose) |
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| OpenPose (ResNet18) | 45.0 MB | 432 x 368 | **62.52 FPS** | N/A |
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| OpenPifPaf (ResNet50) | 97.6 MB | 97 x 129 | **178.6 FPS** | 35.3 |
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## Accuracy
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We evaluate accuracy of pose estimation models developed by hyperpose (mainly over Mscoco2017 dataset). the development environment is Ubuntu16.04, with 4 V100-DGXs and 24 Intel Xeon CPU. The training procedure takes 1~2 weeks using 1 V100-DGX for each model. (If you want to train from strach, loading the pretrained backbone weight is recommended.)
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| LightweightOpenpose (tinyvgg) | 23.6 MB | 432 x 368 | Mscoco2017(all 5000 images) | 47.3 map | - |
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| LightweightOpenpose (resnet50) | 42.7 MB | 432 x 368 | Mscoco2017(all 5000 images) | 48.2 map | - |
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| PoseProposal (resnet18) | 45.2 MB | 384 x 384 | MPII(all 2729 images) | 54.9 map (Pckh) | 72.8 map (Pckh)|
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<p align="center">

src/pifpaf_decoder/openpifpaf_postprocessor.cpp

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// frontierActive = true;
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// blockFrontier.clear();
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std::set<std::pair<int, int>> in_frontier{};
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std::priority_queue<queue_item, std::deque<queue_item>, std::greater<>> frontier;
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std::priority_queue<queue_item, std::deque<queue_item>, std::greater<queue_item>> frontier;
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const auto add_to_frontier = [&](size_t start_i) {
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for (const auto& [end_i, to_p] : BY_SOURCE_MAP[start_i]) {

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