From 16c843761e99a57fd931c4e88d76bbd860477e4f Mon Sep 17 00:00:00 2001 From: Fabian Weigend Date: Mon, 9 Oct 2023 14:53:32 -0700 Subject: [PATCH] move kalman model to APE library --- example_scripts/watch_phone_pocket_stream.py | 18 +- setup.cfg | 4 +- src/wear_mocap_ape/config.py | 8 +- .../data_deploy/kalman/SW-model-sept-4 | Bin 0 -> 6824419 bytes src/wear_mocap_ape/estimate/kalman_models.py | 215 +++++++ .../publisher/kalman_pocket_phone_udp.py | 532 ++++++++++++++++++ 6 files changed, 763 insertions(+), 14 deletions(-) create mode 100644 src/wear_mocap_ape/data_deploy/kalman/SW-model-sept-4 create mode 100644 src/wear_mocap_ape/estimate/kalman_models.py create mode 100644 src/wear_mocap_ape/stream/publisher/kalman_pocket_phone_udp.py diff --git a/example_scripts/watch_phone_pocket_stream.py b/example_scripts/watch_phone_pocket_stream.py index ae2d3c3..78c8ed9 100644 --- a/example_scripts/watch_phone_pocket_stream.py +++ b/example_scripts/watch_phone_pocket_stream.py @@ -6,10 +6,9 @@ import threading from wear_mocap_ape import config -from wear_mocap_ape.data_deploy.nn import deploy_models from wear_mocap_ape.data_types import messaging -from wear_mocap_ape.estimate.phone_pocket_free_hips_udp import FreeHipsPocketUDP from wear_mocap_ape.stream.listener.imu import ImuListener +from wear_mocap_ape.stream.publisher.kalman_pocket_phone_udp import KalmanPhonePocket if __name__ == "__main__": logging.basicConfig(level=logging.INFO) @@ -42,15 +41,16 @@ ) # process into arm pose and body orientation - fhp = FreeHipsPocketUDP(ip=ip_arg, - model_hash=deploy_models.LSTM.WATCH_PHONE_POCKET.value, + kpp = KalmanPhonePocket(ip=ip_arg, smooth=smooth_arg, + num_ensemble=48, port=config.PORT_PUB_LEFT_ARM, - monte_carlo_samples=25, - stream_monte_carlo=stream_mc_arg) + window_size=10, + stream_mc=stream_mc_arg, + model_name="SW-model-sept-4") p_thread = threading.Thread( - target=fhp.stream_loop, - args=(left_q,) + target=kpp.stream_wearable_devices, + args=(left_q, True,) ) l_thread.start() @@ -59,7 +59,7 @@ def terminate_all(*args): imu_l.terminate() - fhp.terminate() + kpp.terminate() # make sure all handler exit on termination diff --git a/setup.cfg b/setup.cfg index d169270..5917482 100644 --- a/setup.cfg +++ b/setup.cfg @@ -1,6 +1,6 @@ [metadata] name = wear_mocap_ape -version = 1.0.2 +version = 1.1.0 author = Fabian Weigend author_email = fweigend@asu.edu description = @@ -25,6 +25,8 @@ install_requires = pandas matplotlib pynput + einops + bayesian_torch packages = find: include_package_data = True diff --git a/src/wear_mocap_ape/config.py b/src/wear_mocap_ape/config.py index 7a3b86d..17af206 100644 --- a/src/wear_mocap_ape/config.py +++ b/src/wear_mocap_ape/config.py @@ -1,10 +1,10 @@ -import os +from pathlib import Path -proj_path = os.path.dirname(os.path.abspath(__file__)) +proj_path = Path(__file__).parent.absolute() PATHS = { - "deploy": f"{proj_path}/data_deploy/", - "skeleton": f"{proj_path}/data_deploy/" + "deploy": proj_path / "data_deploy", + "skeleton": proj_path / "data_deploy" } # ports for publishing to other services diff --git a/src/wear_mocap_ape/data_deploy/kalman/SW-model-sept-4 b/src/wear_mocap_ape/data_deploy/kalman/SW-model-sept-4 new file mode 100644 index 0000000000000000000000000000000000000000..67db508473f774665ad2074c5c4847d8495c713a GIT binary patch literal 6824419 zcmbq)1$a~0+I4YvtH(WQ)6}5}v_O$iBv{eXLUGG!iWhHjcNiRoK?fL|wk&L5fWZdW z0S0$>_*W9fE9 z=+z;$yFG9F_Px4yPi^n$(yM1$(FQ_?R3WuPjV|pSMeX@CHhX?`Vj#!%7J9W$O-oC1 z{Y+3wa{tt{kf0vvNqtkhbn5J|7ijP3#V-mnwTNKHxa(!E2HBeiE*FCnRq zsi?i6TAf&kzbTC)lRKr_3%P%!Xnglx$&SYEmqqP`6H9VTbXaI~w8<11ZVKi9?L`s` z@@4z<4#|~`_M!=1;~n;5jjUb?UU{tJv+TvK?Ou@c7AV3hrN`|UOG|qt&bKu z_xk&*%XH>PbuQHTe}Ec^YcxjL%X)&AbAgus2eg74w4xidlEdz8v->3ae+!f=mC_|S z&F=dZ#E|H)=%|orlikk~(Vw$(*aO^%nf5?yo=m&QjV5;3B{sV>G2mNh&MCU!Wd8;i zW;8~JMMg%2g+&?da!)vg3r_hroXQEOcEf2LcCF2>`_?fC^*9Flf5UU`VrWE2Sa>9- zXYj-es_W&I*UMoKb|K~^dY0Yj+)zG4+_)x(J=A6o`_@i|26^mc_*Z~UMx!yr2^`@G 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