From 9ad4dd89f6108ecfb9c70c5c32010ab30077a573 Mon Sep 17 00:00:00 2001 From: AndReGeist Date: Fri, 24 May 2024 19:06:31 +0200 Subject: [PATCH 1/4] Adjusted readme, changed name of plot scripts, and added patience to experiment configs --- README.md | 33 +++++++++++------- assets/docs/gso_vs_svd1.gif | Bin 0 -> 1202746 bytes assets/docs/gso_vs_svd2.gif | Bin 0 -> 1414142 bytes assets/docs/gso_vs_svd3.gif | Bin 0 -> 1028219 bytes .../cfgs/cfg_cube_image_to_pose.py | 1 + hitchhiking_rotations/cfgs/cfg_pcd_to_pose.py | 1 + scripts/run_all.py | 6 ++-- visu/{figure_12a.py => figure_exp2a.py} | 2 +- visu/{figure_12b.py => figure_exp2b.py} | 2 +- visu/{figure_14.py => figure_fourier.py} | 2 +- visu/{figure_16.py => figure_mocap.py} | 0 visu/{figure_19.py => figure_pointcloud.py} | 2 +- visu/{figure_13.py => figure_posenet.py} | 2 +- 13 files changed, 30 insertions(+), 21 deletions(-) create mode 100644 assets/docs/gso_vs_svd1.gif create mode 100644 assets/docs/gso_vs_svd2.gif create mode 100644 assets/docs/gso_vs_svd3.gif rename visu/{figure_12a.py => figure_exp2a.py} (99%) rename visu/{figure_12b.py => figure_exp2b.py} (98%) rename visu/{figure_14.py => figure_fourier.py} (97%) rename visu/{figure_16.py => figure_mocap.py} (100%) rename visu/{figure_19.py => figure_pointcloud.py} (99%) rename visu/{figure_13.py => figure_posenet.py} (99%) diff --git a/README.md b/README.md index 5624b4f..7b6c75b 100644 --- a/README.md +++ b/README.md @@ -53,6 +53,13 @@ pip3 install torch torchvision torchaudio ``` # Experiments + +

+ + + +

+ All experiments are implemented in PyTorch. Most experiments simply use [train.py](scripts/train.py). Depending on which command line arguments are passed (see below), @@ -72,7 +79,7 @@ learning results that have been stored using [logger.py](hitchhiking_rotations/u To reproduce the paper's experiments, download the data, and save it in the `assets/datasets` folder. > [!NOTE] -> The data is available here: [link](PUT-LINK-HERE) +> The data is available here: [link](https://drive.google.com/drive/folders/1D1FNeKBuFYC2BHxFWgzfm-cj2K3rVhnr?usp=sharing) ### Experiment 1, 2.1, and 2.2 @@ -100,16 +107,18 @@ for nb in {1..5}; do for seed in {1..20}; do python scripts/train.py --seed $see To reproduce the paper's figures, run the following commands: -| **Figures** | **Console command** | -|------------------------------------|--------------------------------------| -| Experiment 1 | TBD | -| Experiment 2.1 | `python visu/figure12a.py` | -| Experiment 2.2 | `python visu/figure12b.py` | -| Experiment 3 | TBD | -| Experiment 4 | `python visu/figure14.py` | -| Figure 6 & 18: Lipschitz constants | `python visu/lipschitz_constants.py` | -| Figure 16: MoCap data analysis | TBD | -| Figure 17: Loss gradients | `python visu/loss_gradients.py` | +| **Figures** | **Console command** | +|------------------------------------|---------------------------------------| +| Experiment 1 | `python visu/figure_pointcloud.py` | +| Experiment 2.1 | `python visu/figure_exp2a.py` | +| Experiment 2.2 | `python visu/figure_exp2b.py` | +| Experiment 3 | `python visu/figure_posenet.py` | +| Experiment 4 | `python visu/figure_fourier.py` | +| Figure 6 & 20: Lipschitz constants | `python visu/lipschitz_constants.py` | +| Figure 19: MoCap data analysis | `python visu/figure_mocap.py` | +| Figure 17: Loss gradients | `python visu/loss_gradients.py` | +| Figure 10: Training GSO & SVD | `python visu/gso_vs_svd_animation.py` | +| Figure 11: Gradient ratios of SVD | `python visu/gso_vs_svd.py` | # Development ### Code Formatting @@ -130,5 +139,3 @@ pip3 install addheader addheader hitchhiking_rotations -t 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Subject: [PATCH 2/4] Fixed typos in README --- README.md | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 7b6c75b..9693d77 100644 --- a/README.md +++ b/README.md @@ -55,9 +55,9 @@ pip3 install torch torchvision torchaudio # Experiments

    - - - + + +

    All experiments are implemented in PyTorch. @@ -115,10 +115,11 @@ To reproduce the paper's figures, run the following commands: | Experiment 3 | `python visu/figure_posenet.py` | | Experiment 4 | `python visu/figure_fourier.py` | | Figure 6 & 20: Lipschitz constants | `python visu/lipschitz_constants.py` | -| Figure 19: MoCap data analysis | `python visu/figure_mocap.py` | -| Figure 17: Loss gradients | `python visu/loss_gradients.py` | | Figure 10: Training GSO & SVD | `python visu/gso_vs_svd_animation.py` | | Figure 11: Gradient ratios of SVD | `python visu/gso_vs_svd.py` | +| Figure 18: Loss gradients | `python visu/loss_gradients.py` | +| Figure 19: MoCap data analysis | `python visu/figure_mocap.py` | + # Development ### Code Formatting From ba75c7c5918ebf8dc8c03c91e22185d48d51ca56 Mon Sep 17 00:00:00 2001 From: AndReGeist Date: Fri, 24 May 2024 19:12:41 +0200 Subject: [PATCH 3/4] Increased gif size --- README.md | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 9693d77..a8c8a42 100644 --- a/README.md +++ b/README.md @@ -55,9 +55,8 @@ pip3 install torch torchvision torchaudio # Experiments

    - - - + +

    All experiments are implemented in PyTorch. From e423ab6e8674c7e7b19273ec985c30e889b8e6f1 Mon Sep 17 00:00:00 2001 From: AndReGeist Date: Fri, 24 May 2024 19:19:19 +0200 Subject: [PATCH 4/4] Added authors --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index a8c8a42..33cb56d 100644 --- a/README.md +++ b/README.md @@ -6,13 +6,13 @@
    +
    A. René Geist, Jonas Frey, Mikel Zhobro, Anna Levina, and Georg Martius

    OverviewInstallationExperiments • - Development • - Credits + Development

    Code for the paper: "Learning with 3D rotations, a hitchhiker’s guide to SO(3)"

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