Closed iAmBrid closed 4 years ago
@jiuqiant Do you have any suggestions?
Thanks for reporting this issue. Can you provide a public video to us for debugging? Moreover, have you tried the example video we provided in a shared Google Drive folder? If not, can you try life_at_google.mp4? Thanks!
Hi, @jiuqiant , I had the same problem on example videos life_at_google.mp4 and snowboarding.mp4, Do you know how to solve it? BTW, the Hello World desktop example has successfully run, and the the AutoFlip pipeline has also been successfully building.
@iAmBrid Did you solve the problem?
life_at_google.mp4 process log:
bazel-bin/mediapipe/examples/desktop/autoflip/run_autoflip --calculator_graph_config_file=mediapipe/examples/desktop/autoflip/autoflip_graph.pbtxt --input_side_packets=input_video_path=/home/ubuntu/disk/Google_Mediapipe/Test_Video/life_at_google.mp4,output_video_path=/home/ubuntu/disk/Google_Mediapipe/Ouput_Video/something.mp4,aspect_ratio=1:1 I0327 15:05:45.648870 23360 simple_run_graph_main.cc:106] Get calculator graph config contents:
max_queue_size: -1
node { calculator: "OpenCvVideoDecoderCalculator" input_side_packet: "INPUT_FILE_PATH:input_video_path" output_stream: "VIDEO:video_raw" output_stream: "VIDEO_PRESTREAM:video_header" output_side_packet: "SAVED_AUDIO_PATH:audio_path" }
node { calculator: "ScaleImageCalculator" input_stream: "FRAMES:video_raw" input_stream: "VIDEO_HEADER:video_header" output_stream: "FRAMES:video_frames_scaled" options: {
preserve_aspect_ratio: true
output_format: SRGB
target_width: 480
algorithm: DEFAULT_WITHOUT_UPSCALE
}
} }
node { calculator: "PacketThinnerCalculator" input_stream: "video_frames_scaled" output_stream: "video_frames_scaled_downsampled" options: {
thinner_type: ASYNC
period: 200000
}
} }
node { calculator: "BorderDetectionCalculator" input_stream: "VIDEO:video_raw" output_stream: "DETECTED_BORDERS:borders" }
node { calculator: "ShotBoundaryCalculator" input_stream: "VIDEO:video_frames_scaled" output_stream: "IS_SHOT_CHANGE:shot_change" options { [mediapipe.autoflip.ShotBoundaryCalculatorOptions.ext] { min_shot_span: 0.2 min_motion: 0.3 window_size: 15 min_shot_measure: 10 min_motion_with_shot_measure: 0.05 } } }
node { calculator: "AutoFlipFaceDetectionSubgraph" input_stream: "VIDEO:video_frames_scaled_downsampled" output_stream: "DETECTIONS:face_detections" } node { calculator: "FaceToRegionCalculator" input_stream: "VIDEO:video_frames_scaled_downsampled" input_stream: "FACES:face_detections" output_stream: "REGIONS:face_regions" }
node { calculator: "AutoFlipObjectDetectionSubgraph" input_stream: "VIDEO:video_frames_scaled_downsampled" output_stream: "DETECTIONS:object_detections" } node { calculator: "LocalizationToRegionCalculator" input_stream: "DETECTIONS:object_detections" output_stream: "REGIONS:object_regions" options { [mediapipe.autoflip.LocalizationToRegionCalculatorOptions.ext] { output_all_signals: true } } }
node { calculator: "SignalFusingCalculator" input_stream: "shot_change" input_stream: "face_regions" input_stream: "object_regions" output_stream: "salient_regions" options { [mediapipe.autoflip.SignalFusingCalculatorOptions.ext] { signal_settings { type { standard: FACE_CORE_LANDMARKS } min_score: 0.85 max_score: 0.9 is_required: false } signal_settings { type { standard: FACE_ALL_LANDMARKS } min_score: 0.8 max_score: 0.85 is_required: false } signal_settings { type { standard: FACE_FULL } min_score: 0.8 max_score: 0.85 is_required: false } signal_settings { type: { standard: HUMAN } min_score: 0.75 max_score: 0.8 is_required: false } signal_settings { type: { standard: PET } min_score: 0.7 max_score: 0.75 is_required: false } signal_settings { type: { standard: CAR } min_score: 0.7 max_score: 0.75 is_required: false } signal_settings { type: { standard: OBJECT } min_score: 0.1 max_score: 0.2 is_required: false } } } }
node { calculator: "SceneCroppingCalculator" input_side_packet: "EXTERNAL_ASPECT_RATIO:aspect_ratio" input_stream: "VIDEO_FRAMES:video_raw" input_stream: "KEY_FRAMES:video_frames_scaled_downsampled" input_stream: "DETECTION_FEATURES:salient_regions" input_stream: "STATIC_FEATURES:borders" input_stream: "SHOT_BOUNDARIES:shot_change" output_stream: "CROPPED_FRAMES:cropped_frames" options: {
max_scene_size: 600
key_frame_crop_options: {
score_aggregation_type: CONSTANT
}
scene_camera_motion_analyzer_options: {
motion_stabilization_threshold_percent: 0.5
salient_point_bound: 0.499
}
padding_parameters: {
blur_cv_size: 200
overlay_opacity: 0.6
}
target_size_type: MAXIMIZE_TARGET_DIMENSION
}
} }
node { calculator: "VideoPreStreamCalculator"
input_stream: "FRAME:cropped_frames"
input_stream: "VIDEO_PRESTREAM:video_header" output_stream: "output_frames_video_header" }
node { calculator: "OpenCvVideoEncoderCalculator" input_stream: "VIDEO:cropped_frames" input_stream: "VIDEO_PRESTREAM:output_frames_video_header" input_side_packet: "OUTPUT_FILE_PATH:output_video_path" input_side_packet: "AUDIO_FILE_PATH:audio_path" options: {
codec: "avc1"
video_format: "mp4"
}
} } I0327 15:05:45.649744 23360 simple_run_graph_main.cc:121] Initialize the calculator graph. I0327 15:05:45.651079 23360 simple_run_graph_main.cc:134] Start running the calculator graph. /tmp/fileqFoX4w I0327 15:05:47.386700 23364 shot_boundary_calculator.cc:116] Shot change at: 1.16783 seconds. E0327 15:05:47.637061 23362 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 0 E0327 15:05:47.682332 23362 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 0.333666 E0327 15:05:47.738749 23362 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 0.667333 E0327 15:05:47.761909 23362 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 1.001 I0327 15:05:47.807982 23365 shot_boundary_calculator.cc:116] Shot change at: 3.37003 seconds. OpenCV: FFMPEG: tag 0x31637661/'avc1' is not supported with codec id 28 and format 'mp4 / MP4 (MPEG-4 Part 14)' OpenCV: FFMPEG: fallback to use tag 0x00000021/'!???' E0327 15:05:48.305616 23363 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 1.33467 E0327 15:05:48.337463 23363 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 1.66833 I0327 15:05:48.361248 23362 shot_boundary_calculator.cc:116] Shot change at: 6.47313 seconds. E0327 15:05:48.386108 23363 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 2.002 E0327 15:05:48.414083 23363 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 2.33567 E0327 15:05:48.507856 23363 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 2.66933 E0327 15:05:48.685389 23366 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 3.003 I0327 15:05:48.703141 23366 shot_boundary_calculator.cc:116] Shot change at: 8.04137 seconds. E0327 15:05:48.846383 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 3.33667 I0327 15:05:48.929493 23366 shot_boundary_calculator.cc:116] Shot change at: 9.3093 seconds. I0327 15:05:49.121873 23361 shot_boundary_calculator.cc:116] Shot change at: 10.1768 seconds. E0327 15:05:49.211519 23363 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 3.67033 E0327 15:05:49.260316 23363 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 4.004 E0327 15:05:49.463757 23365 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 4.33767 E0327 15:05:49.629040 23365 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 4.67133 E0327 15:05:49.823724 23363 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 5.005 E0327 15:05:49.994493 23364 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 5.33867 E0327 15:05:50.162250 23365 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 5.67233 E0327 15:05:50.356007 23366 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 6.006 E0327 15:05:50.508298 23364 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 6.33967 I0327 15:05:50.877741 23361 shot_boundary_calculator.cc:116] Shot change at: 18.1515 seconds. E0327 15:05:50.882309 23364 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 6.67333 E0327 15:05:51.037590 23364 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 7.007 I0327 15:05:51.172863 23363 shot_boundary_calculator.cc:116] Shot change at: 19.4194 seconds. E0327 15:05:51.233690 23365 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 7.34067 I0327 15:05:51.336287 23363 shot_boundary_calculator.cc:116] Shot change at: 20.2869 seconds. E0327 15:05:51.426502 23364 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 7.67433 E0327 15:05:51.709182 23365 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 8.008 I0327 15:05:51.772039 23361 shot_boundary_calculator.cc:116] Shot change at: 23.3567 seconds. E0327 15:05:51.940501 23365 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 8.34167 E0327 15:05:52.053898 23365 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 8.67533 I0327 15:05:52.155553 23366 shot_boundary_calculator.cc:116] Shot change at: 24.9249 seconds. E0327 15:05:52.286813 23366 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 9.009 I0327 15:05:52.509120 23366 shot_boundary_calculator.cc:116] Shot change at: 26.9603 seconds. E0327 15:05:52.584151 23365 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 9.34267 E0327 15:05:52.748940 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 9.67633 E0327 15:05:52.967320 23366 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 10.01 I0327 15:05:53.083398 23361 shot_boundary_calculator.cc:116] Shot change at: 29.6296 seconds. E0327 15:05:53.227150 23366 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 10.3437 I0327 15:05:53.333698 23366 shot_boundary_calculator.cc:116] Shot change at: 30.5639 seconds. E0327 15:05:53.472811 23364 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 10.6773 I0327 15:05:53.565722 23364 shot_boundary_calculator.cc:116] Shot change at: 31.5649 seconds. E0327 15:05:53.663411 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 11.011 E0327 15:05:53.872153 23365 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 11.3447 E0327 15:05:54.107796 23365 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 11.6783 E0327 15:05:54.329509 23365 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 12.012 I0327 15:05:54.419445 23363 shot_boundary_calculator.cc:116] Shot change at: 35.8358 seconds. E0327 15:05:54.488531 23362 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 12.3457 E0327 15:05:54.679152 23362 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 12.6793 I0327 15:05:54.857396 23365 shot_boundary_calculator.cc:116] Shot change at: 37.9379 seconds. E0327 15:05:54.883011 23362 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 13.013 E0327 15:05:55.168411 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 13.3467 I0327 15:05:55.347664 23365 shot_boundary_calculator.cc:116] Shot change at: 39.7063 seconds. E0327 15:05:55.349521 23362 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 13.6803 E0327 15:05:55.509385 23364 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 14.014 E0327 15:05:55.731168 23365 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 14.3477 I0327 15:05:55.871461 23364 shot_boundary_calculator.cc:116] Shot change at: 42.8762 seconds. E0327 15:05:55.925540 23364 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 14.6813 I0327 15:05:56.068894 23364 shot_boundary_calculator.cc:116] Shot change at: 43.9439 seconds. E0327 15:05:56.076563 23365 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 15.015 E0327 15:05:56.193931 23364 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 15.3487 E0327 15:05:56.381738 23363 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 15.6823 E0327 15:05:56.558495 23366 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 16.016 I0327 15:05:56.589619 23362 shot_boundary_calculator.cc:116] Shot change at: 46.4798 seconds. E0327 15:05:56.730899 23362 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 16.3497 E0327 15:05:56.918859 23363 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 16.6833 I0327 15:05:57.000974 23366 shot_boundary_calculator.cc:116] Shot change at: 48.6152 seconds. E0327 15:05:57.180987 23366 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 17.017 E0327 15:05:57.390987 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 17.3507 E0327 15:05:57.548079 23362 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 17.6843 I0327 15:05:57.583736 23363 shot_boundary_calculator.cc:116] Shot change at: 52.052 seconds. E0327 15:05:57.730700 23363 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 18.018 I0327 15:05:57.783727 23364 shot_boundary_calculator.cc:116] Shot change at: 53.2532 seconds. I0327 15:05:57.932127 23366 shot_boundary_calculator.cc:116] Shot change at: 54.1875 seconds. I0327 15:05:58.357868 23365 shot_boundary_calculator.cc:116] Shot change at: 55.9893 seconds. I0327 15:05:58.670626 23363 shot_boundary_calculator.cc:116] Shot change at: 57.424 seconds. I0327 15:05:59.015120 23364 shot_boundary_calculator.cc:116] Shot change at: 58.8588 seconds. I0327 15:05:59.206151 23366 shot_boundary_calculator.cc:116] Shot change at: 60.0266 seconds. I0327 15:06:01.765332 23363 shot_boundary_calculator.cc:116] Shot change at: 60.9275 seconds. E0327 15:06:02.063133 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 18.3517 E0327 15:06:02.087349 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 18.6853 E0327 15:06:02.158691 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 19.019 E0327 15:06:02.228186 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 19.3527 E0327 15:06:02.522871 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 19.6863 E0327 15:06:02.592420 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 20.02 I0327 15:06:02.682157 23362 shot_boundary_calculator.cc:116] Shot change at: 62.2288 seconds. E0327 15:06:02.807364 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 20.3537 E0327 15:06:02.820237 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 20.6873 E0327 15:06:02.853488 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 21.021 E0327 15:06:02.876195 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 21.3547 E0327 15:06:02.905941 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 21.6883 E0327 15:06:02.915208 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 22.022 E0327 15:06:02.934496 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 22.3557 E0327 15:06:02.954753 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 22.6893 E0327 15:06:02.976910 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 23.023 E0327 15:06:03.216997 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 23.3567 E0327 15:06:03.226328 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 23.6903 E0327 15:06:03.272612 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 24.024 E0327 15:06:03.300546 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 24.3577 E0327 15:06:03.318339 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 24.6913 E0327 15:06:03.493265 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 25.025 E0327 15:06:03.506623 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 25.3587 E0327 15:06:03.533205 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 25.6923 E0327 15:06:03.558277 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 26.026 E0327 15:06:03.582450 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 26.3597 E0327 15:06:03.601438 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 26.6933 E0327 15:06:03.900033 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 27.027 E0327 15:06:03.915693 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 27.3607 E0327 15:06:03.927739 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 27.6943 E0327 15:06:03.935045 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 28.028 I0327 15:06:04.117100 23363 shot_boundary_calculator.cc:116] Shot change at: 67.6342 seconds. E0327 15:06:04.134099 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 28.3617 E0327 15:06:04.291885 23363 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 28.6953 E0327 15:06:04.467002 23365 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 29.029 E0327 15:06:04.619104 23366 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 29.3627 I0327 15:06:04.825357 23366 shot_boundary_calculator.cc:116] Shot change at: 70.9375 seconds. E0327 15:06:05.180959 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 29.6963 I0327 15:06:05.199551 23366 shot_boundary_calculator.cc:116] Shot change at: 72.439 seconds. E0327 15:06:05.203141 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 30.03 E0327 15:06:05.315284 23363 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 30.3637 E0327 15:06:05.517138 23365 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 30.6973 I0327 15:06:05.675428 23366 shot_boundary_calculator.cc:116] Shot change at: 74.441 seconds. E0327 15:06:05.686203 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 31.031 E0327 15:06:05.891007 23365 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 31.3647 E0327 15:06:06.158949 23365 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 31.6983 E0327 15:06:06.369400 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 32.032 E0327 15:06:06.560919 23366 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 32.3657 I0327 15:06:06.702440 23366 shot_boundary_calculator.cc:116] Shot change at: 79.1791 seconds. E0327 15:06:06.780124 23361 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 32.6993 E0327 15:06:07.249586 23365 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 33.033 E0327 15:06:07.747220 23366 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 33.3667 E0327 15:06:09.262221 23362 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 33.7003 E0327 15:06:10.318049 23362 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 34.034 E0327 15:06:10.658802 23364 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 34.3677 I0327 15:06:10.680728 23362 shot_boundary_calculator.cc:116] Shot change at: 83.2165 seconds. E0327 15:06:10.993561 23365 scene_cropping_calculator.cc:240] ------------------------ (Breathing) Time(s): 34.7013 Killed
I am going to close this issue because of lack of activity.
Recently, another user encounters a similar issue https://github.com/google/mediapipe/issues/611#issuecomment-614363538 and the root cause is the insufficient RAM resource. Hope this helps.
I run the code on computer and it seems work. But in the last step, it had run for a while and got Killed message. Is there any suggestion? process log:
$GLOG_logtostderr=1 bazel-bin/mediapipe/examples/desktop/autoflip/run_autoflip --calculator_graph_config_file=mediapipe/examples/desktop/autoflip/autoflip_graph.pbtxt --input_side_packets=input_video_path=snowboarding.mp4,output_video_path=snowboarding2.mp4,aspect_ratio=1:1