From 09f52b13550475e27088f70c4071b088fbee98f6 Mon Sep 17 00:00:00 2001 From: lorenzo Date: Fri, 23 Aug 2019 14:36:14 +0200 Subject: [PATCH] add quantitative results --- README.md | 23 +++++++---------------- docs/results_table.png | Bin 0 -> 112984 bytes monoloco/run.py | 1 + 3 files changed, 8 insertions(+), 16 deletions(-) create mode 100644 docs/results_table.png diff --git a/README.md b/README.md index cd417fb..e5bc3c0 100644 --- a/README.md +++ b/README.md @@ -188,14 +188,7 @@ Random search in log space is provided. An example: `python3 -m monoloco.run tra One iteration of the multiplier includes 6 runs. -# Evaluation -Evaluate performances of the trained model on KITTI or Nuscenes Dataset. -### 1) nuScenes -Evaluation on nuScenes is already provided during training. It is also possible to evaluate an existing model running -`python3 -m monoloco.run eval --dataset nuscenes --model ` - -### 2) KITTI -### Baselines +# Evaluation (KITTI Dataset) We provide evaluation on KITTI for models trained on nuScenes or KITTI. We compare them with other monocular and stereo Baselines: @@ -212,16 +205,14 @@ and save them into `data/kitti/3dop` [here](https://github.com/Parrotlife/pedestrianDepth-baseline/tree/master/MonoDepth-PyTorch) and save them into `data/kitti/monodepth` * **GeometricalBaseline**: A geometrical baseline comparison is provided. -The best average value for comparison can be created running `python3 -m monoloco.run eval --geometric` +The average geometrical value for comparison can be obtained running; +`python3 -m monoloco.run eval --geometric +--model data/models/monoloco-190719-0923.pkl --joints data/arrays/joints-nuscenes_teaser-190717-1424.json` -#### Evaluation -First the model preprocess the joints starting from json annotations predicted from pifpaf, -runs the model and save the results -in txt file with format comparable to other baseline. -Then the model performs evaluation. -The following graph is obtained running: -`python3 -m monoloco.run eval --dataset kitti --generate --model data/models/monoloco-190513-1437.pkl +The following results are obtained running: +`python3 -m monoloco.run eval --model data/models/monoloco-190719-0923.pkl --generate --dir_ann ` ![kitti_evaluation](docs/results.png) +![kitti_evaluation_table](docs/results_table.png) diff --git a/docs/results_table.png b/docs/results_table.png new file mode 100644 index 0000000000000000000000000000000000000000..ea3349b004ffdd7bda236b57dc82e94de47f4273 GIT binary patch literal 112984 zcmeFZbzD_lw>C@)2uLX?NJ%#m(y$SbX46O`(kbnxL!}gu?oeQZl!SCDNOyO4cf&Wg z_j%5F-uFBA{k?yD?|;YrbAxN|wdPuLjyc9Pu5k^6m6fD%?~>j{LPElom623MLb}t8 zgoJVj^A0$&n7>hvgoGn&DIuXOD}YRhX=93nBoiE?g`uw2PMWH#Dr@0~DT7rP ztePp0l_7;6!90d3OO??ak1x5^QF6CXU$XH-VF+V2F=Qm9dPJ(YCYHohMO&K$`sF2W2=8)rs z>-9R6WP;F@@1*&}@$qHwMqAr47y5+VYCXlrT=qnYKnp5GbM!`T#z1bAKUdYJMv@fE zsYp>_)R>pWCu=wI#h2IMmkt1L@&S26&)S0@2f3j_viIMXJVtWXO;6Qm?)4L{uAp{} z!)zu*I%>nmIFu4bZtlkqXJm}e{@Hhr-_)xm>X5G|pIV86!yMDvQ3YE-k2P-P(Cj8{ 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elif args.command == 'eval': if args.geometric: + assert args.joints, "joints argument not provided" from .eval import geometric_baseline geometric_baseline(args.joints)