Added disable_multi_thread flag

.github/issue_template.md

@@ -15,7 +15,7 @@ Issues/comments which do not follow these rules will be **ignored or removed** w
 
 
 ### Executed Command (if any)
-Note: add `--logging_level 0` to get higher debug information.
+Note: add `--logging_level 0 --disable_multi_thread` to get higher debug information.
 
 
 

doc/demo_overview.md

@@ -116,8 +116,9 @@ We enumerate some of the most important flags, check the `Flags Detailed Descrip
 ## Flags Description
 Each flag is divided into flag name, default value, and description.
 
-1. Debugging
+1. Debugging/Other
 - DEFINE_int32(logging_level,             3,              "The logging level. Integer in the range [0, 255]. 0 will output any log() message, while 255 will not output any. Current OpenPose library messages are in the range 0-4: 1 for low priority messages and 4 for important ones.");
+- DEFINE_bool(disable_multi_thread,       false,          "It would slightly reduce the frame rate in order to highly reduce the lag. Mainly useful for 1) Cases where it is needed a low latency (e.g. webcam in real-time scenarios with low-range GPU devices); and 2) Debugging OpenPose when it is crashing to locate the error.");
 
 2. Producer
 - DEFINE_int32(camera,                    -1,             "The camera index for cv::VideoCapture. Integer in the range [0, 9]. Select a negative number (by default), to auto-detect and open the first available camera.");

doc/release_notes.md

@@ -132,6 +132,7 @@ OpenPose Library - Release Notes
     12. Added `-1` option for `net_resolution` in order to auto-select the best possible aspect ratio given the user input.
     13. Net resolution can be dynamically changed (e.g. for images with different size).
     14. Added example to add functionality/modules to OpenPose.
+    15. Added `disable_multi_thread` flag in order to allow debug and/or highly reduce the latency (e.g. when using webcam in real-time).
 2. Functions or parameters renamed:
     1. OpenPose able to change its size and initial size dynamically:
         1. Flag `resolution` renamed as `output_resolution`.

examples/openpose/openpose.cpp

@@ -31,10 +31,14 @@
 // See all the available parameter options withe the `--help` flag. E.g. `build/examples/openpose/openpose.bin --help`
 // Note: This command will show you flags for other unnecessary 3rdparty files. Check only the flags for the OpenPose
 // executable. E.g. for `openpose.bin`, look for `Flags from examples/openpose/openpose.cpp:`.
-// Debugging
+// Debugging/Other
 DEFINE_int32(logging_level,             3,              "The logging level. Integer in the range [0, 255]. 0 will output any log() message, while"
                                                         " 255 will not output any. Current OpenPose library messages are in the range 0-4: 1 for"
                                                         " low priority messages and 4 for important ones.");
+DEFINE_bool(disable_multi_thread,       false,          "It would slightly reduce the frame rate in order to highly reduce the lag. Mainly useful"
+                                                        " for 1) Cases where it is needed a low latency (e.g. webcam in real-time scenarios with"
+                                                        " low-range GPU devices); and 2) Debugging OpenPose when it is crashing to locate the"
+                                                        " error.");
 // Producer
 DEFINE_int32(camera,                    -1,             "The camera index for cv::VideoCapture. Integer in the range [0, 9]. Select a negative"
                                                         " number (by default), to auto-detect and open the first available camera.");
@@ -239,8 +243,9 @@ int openPoseDemo()
     // Configure wrapper
     opWrapper.configure(wrapperStructPose, wrapperStructFace, wrapperStructHand, wrapperStructInput,
                         wrapperStructOutput);
-    // Set to single-thread running (e.g. for debugging purposes)
-    // opWrapper.disableMultiThreading();
+    // Set to single-thread running (to debug and/or reduce latency)
+    if (FLAGS_disable_multi_thread)
+        opWrapper.disableMultiThreading();
 
     // Start processing
     // Two different ways of running the program on multithread environment

examples/tests/handFromJsonTest.cpp

@@ -12,7 +12,7 @@
 #include "wrapperHandFromJsonTest.hpp"
 
 // For info about the flags, check `examples/openpose/openpose.bin`.
-// Debugging
+// Debugging/Other
 DEFINE_int32(logging_level,             3,              "");
 // Producer
 DEFINE_string(image_dir,                "", "");

examples/tutorial_add_module/1_custom_post_processing.cpp

@@ -41,10 +41,14 @@
 // See all the available parameter options withe the `--help` flag. E.g. `build/examples/openpose/openpose.bin --help`
 // Note: This command will show you flags for other unnecessary 3rdparty files. Check only the flags for the OpenPose
 // executable. E.g. for `openpose.bin`, look for `Flags from examples/openpose/openpose.cpp:`.
-// Debugging
+// Debugging/Other
 DEFINE_int32(logging_level,             3,              "The logging level. Integer in the range [0, 255]. 0 will output any log() message, while"
                                                         " 255 will not output any. Current OpenPose library messages are in the range 0-4: 1 for"
                                                         " low priority messages and 4 for important ones.");
+DEFINE_bool(disable_multi_thread,       false,          "It would slightly reduce the frame rate in order to highly reduce the lag. Mainly useful"
+                                                        " for 1) Cases where it is needed a low latency (e.g. webcam in real-time scenarios with"
+                                                        " low-range GPU devices); and 2) Debugging OpenPose when it is crashing to locate the"
+                                                        " error.");
 // Producer
 DEFINE_int32(camera,                    -1,             "The camera index for cv::VideoCapture. Integer in the range [0, 9]. Select a negative"
                                                         " number (by default), to auto-detect and open the first available camera.");
@@ -261,8 +265,9 @@ int openPoseTutorialWrapper4()
     // Configure wrapper
     opWrapper.configure(wrapperStructPose, wrapperStructFace, wrapperStructHand, wrapperStructInput,
                         wrapperStructOutput);
-    // Set to single-thread running (e.g. for debugging purposes)
-    // opWrapper.disableMultiThreading();
+    // Set to single-thread running (to debug and/or reduce latency)
+    if (FLAGS_disable_multi_thread)
+       opWrapper.disableMultiThreading();
 
     op::log("Starting thread(s)", op::Priority::High);
     // Two different ways of running the program on multithread environment

examples/tutorial_pose/1_extract_from_image.cpp

@@ -25,7 +25,7 @@
 // See all the available parameter options withe the `--help` flag. E.g. `build/examples/openpose/openpose.bin --help`
 // Note: This command will show you flags for other unnecessary 3rdparty files. Check only the flags for the OpenPose
 // executable. E.g. for `openpose.bin`, look for `Flags from examples/openpose/openpose.cpp:`.
-// Debugging
+// Debugging/Other
 DEFINE_int32(logging_level,             3,              "The logging level. Integer in the range [0, 255]. 0 will output any log() message, while"
                                                         " 255 will not output any. Current OpenPose library messages are in the range 0-4: 1 for"
                                                         " low priority messages and 4 for important ones.");

examples/tutorial_pose/2_extract_pose_or_heatmat_from_image.cpp

@@ -25,7 +25,7 @@
 // See all the available parameter options withe the `--help` flag. E.g. `build/examples/openpose/openpose.bin --help`
 // Note: This command will show you flags for other unnecessary 3rdparty files. Check only the flags for the OpenPose
 // executable. E.g. for `openpose.bin`, look for `Flags from examples/openpose/openpose.cpp:`.
-// Debugging
+// Debugging/Other
 DEFINE_int32(logging_level,             3,              "The logging level. Integer in the range [0, 255]. 0 will output any log() message, while"
                                                         " 255 will not output any. Current OpenPose library messages are in the range 0-4: 1 for"
                                                         " low priority messages and 4 for important ones.");

examples/tutorial_thread/1_openpose_read_and_display.cpp

@@ -24,7 +24,7 @@
 // See all the available parameter options withe the `--help` flag. E.g. `build/examples/openpose/openpose.bin --help`
 // Note: This command will show you flags for other unnecessary 3rdparty files. Check only the flags for the OpenPose
 // executable. E.g. for `openpose.bin`, look for `Flags from examples/openpose/openpose.cpp:`.
-// Debugging
+// Debugging/Other
 DEFINE_int32(logging_level,             3,              "The logging level. Integer in the range [0, 255]. 0 will output any log() message, while"
                                                         " 255 will not output any. Current OpenPose library messages are in the range 0-4: 1 for"
                                                         " low priority messages and 4 for important ones.");

examples/tutorial_thread/2_user_processing_function.cpp

@@ -25,7 +25,7 @@
 // See all the available parameter options withe the `--help` flag. E.g. `build/examples/openpose/openpose.bin --help`
 // Note: This command will show you flags for other unnecessary 3rdparty files. Check only the flags for the OpenPose
 // executable. E.g. for `openpose.bin`, look for `Flags from examples/openpose/openpose.cpp:`.
-// Debugging
+// Debugging/Other
 DEFINE_int32(logging_level,             3,              "The logging level. Integer in the range [0, 255]. 0 will output any log() message, while"
                                                         " 255 will not output any. Current OpenPose library messages are in the range 0-4: 1 for"
                                                         " low priority messages and 4 for important ones.");

examples/tutorial_thread/3_user_input_processing_and_output.cpp

@@ -30,7 +30,7 @@
 // See all the available parameter options withe the `--help` flag. E.g. `build/examples/openpose/openpose.bin --help`
 // Note: This command will show you flags for other unnecessary 3rdparty files. Check only the flags for the OpenPose
 // executable. E.g. for `openpose.bin`, look for `Flags from examples/openpose/openpose.cpp:`.
-// Debugging
+// Debugging/Other
 DEFINE_int32(logging_level,             3,              "The logging level. Integer in the range [0, 255]. 0 will output any log() message, while"
                                                         " 255 will not output any. Current OpenPose library messages are in the range 0-4: 1 for"
                                                         " low priority messages and 4 for important ones.");

examples/tutorial_thread/4_user_input_processing_output_and_datum.cpp

@@ -30,7 +30,7 @@
 // See all the available parameter options withe the `--help` flag. E.g. `build/examples/openpose/openpose.bin --help`
 // Note: This command will show you flags for other unnecessary 3rdparty files. Check only the flags for the OpenPose
 // executable. E.g. for `openpose.bin`, look for `Flags from examples/openpose/openpose.cpp:`.
-// Debugging
+// Debugging/Other
 DEFINE_int32(logging_level,             3,              "The logging level. Integer in the range [0, 255]. 0 will output any log() message, while"
                                                         " 255 will not output any. Current OpenPose library messages are in the range 0-4: 1 for"
                                                         " low priority messages and 4 for important ones.");

examples/tutorial_wrapper/1_user_asynchronous_output.cpp

@@ -31,10 +31,14 @@
 // See all the available parameter options withe the `--help` flag. E.g. `build/examples/openpose/openpose.bin --help`
 // Note: This command will show you flags for other unnecessary 3rdparty files. Check only the flags for the OpenPose
 // executable. E.g. for `openpose.bin`, look for `Flags from examples/openpose/openpose.cpp:`.
-// Debugging
+// Debugging/Other
 DEFINE_int32(logging_level,             3,              "The logging level. Integer in the range [0, 255]. 0 will output any log() message, while"
                                                         " 255 will not output any. Current OpenPose library messages are in the range 0-4: 1 for"
                                                         " low priority messages and 4 for important ones.");
+DEFINE_bool(disable_multi_thread,       false,          "It would slightly reduce the frame rate in order to highly reduce the lag. Mainly useful"
+                                                        " for 1) Cases where it is needed a low latency (e.g. webcam in real-time scenarios with"
+                                                        " low-range GPU devices); and 2) Debugging OpenPose when it is crashing to locate the"
+                                                        " error.");
 // Producer
 DEFINE_int32(camera,                    -1,             "The camera index for cv::VideoCapture. Integer in the range [0, 9]. Select a negative"
                                                         " number (by default), to auto-detect and open the first available camera.");
@@ -332,8 +336,9 @@ int openPoseTutorialWrapper1()
     // Configure wrapper
     opWrapper.configure(wrapperStructPose, wrapperStructFace, wrapperStructHand, wrapperStructInput,
                         wrapperStructOutput);
-    // Set to single-thread running (e.g. for debugging purposes)
-    // opWrapper.disableMultiThreading();
+    // Set to single-thread running (to debug and/or reduce latency)
+    if (FLAGS_disable_multi_thread)
+       opWrapper.disableMultiThreading();
 
     op::log("Starting thread(s)", op::Priority::High);
     opWrapper.start();

examples/tutorial_wrapper/2_user_synchronous.cpp

@@ -31,10 +31,14 @@
 // See all the available parameter options withe the `--help` flag. E.g. `build/examples/openpose/openpose.bin --help`
 // Note: This command will show you flags for other unnecessary 3rdparty files. Check only the flags for the OpenPose
 // executable. E.g. for `openpose.bin`, look for `Flags from examples/openpose/openpose.cpp:`.
-// Debugging
+// Debugging/Other
 DEFINE_int32(logging_level,             3,              "The logging level. Integer in the range [0, 255]. 0 will output any log() message, while"
                                                         " 255 will not output any. Current OpenPose library messages are in the range 0-4: 1 for"
                                                         " low priority messages and 4 for important ones.");
+DEFINE_bool(disable_multi_thread,       false,          "It would slightly reduce the frame rate in order to highly reduce the lag. Mainly useful"
+                                                        " for 1) Cases where it is needed a low latency (e.g. webcam in real-time scenarios with"
+                                                        " low-range GPU devices); and 2) Debugging OpenPose when it is crashing to locate the"
+                                                        " error.");
 // Producer
 DEFINE_string(image_dir,                "examples/media/",      "Process a directory of images. Read all standard formats (jpg, png, bmp, etc.).");
 // OpenPose
@@ -424,8 +428,9 @@ int openPoseTutorialWrapper2()
     // Configure wrapper
     opWrapper.configure(wrapperStructPose, wrapperStructFace, wrapperStructHand, op::WrapperStructInput{},
                         wrapperStructOutput);
-    // Set to single-thread running (e.g. for debugging purposes)
-    // opWrapper.disableMultiThreading();
+    // Set to single-thread running (to debug and/or reduce latency)
+    if (FLAGS_disable_multi_thread)
+       opWrapper.disableMultiThreading();
 
     op::log("Starting thread(s)", op::Priority::High);
     // Two different ways of running the program on multithread environment

examples/tutorial_wrapper/3_user_asynchronous.cpp

@@ -31,10 +31,14 @@
 // See all the available parameter options withe the `--help` flag. E.g. `build/examples/openpose/openpose.bin --help`
 // Note: This command will show you flags for other unnecessary 3rdparty files. Check only the flags for the OpenPose
 // executable. E.g. for `openpose.bin`, look for `Flags from examples/openpose/openpose.cpp:`.
-// Debugging
+// Debugging/Other
 DEFINE_int32(logging_level,             3,              "The logging level. Integer in the range [0, 255]. 0 will output any log() message, while"
                                                         " 255 will not output any. Current OpenPose library messages are in the range 0-4: 1 for"
                                                         " low priority messages and 4 for important ones.");
+DEFINE_bool(disable_multi_thread,       false,          "It would slightly reduce the frame rate in order to highly reduce the lag. Mainly useful"
+                                                        " for 1) Cases where it is needed a low latency (e.g. webcam in real-time scenarios with"
+                                                        " low-range GPU devices); and 2) Debugging OpenPose when it is crashing to locate the"
+                                                        " error.");
 // Producer
 DEFINE_string(image_dir,                "examples/media/",      "Process a directory of images. Read all standard formats (jpg, png, bmp, etc.).");
 // OpenPose
@@ -366,8 +370,9 @@ int openPoseTutorialWrapper3()
     op::log("Configuring OpenPose wrapper.", op::Priority::Low, __LINE__, __FUNCTION__, __FILE__);
     opWrapper.configure(wrapperStructPose, wrapperStructFace, wrapperStructHand, op::WrapperStructInput{},
                         wrapperStructOutput);
-    // Set to single-thread running (e.g. for debugging purposes)
-    // opWrapper.disableMultiThreading();
+    // Set to single-thread running (to debug and/or reduce latency)
+    if (FLAGS_disable_multi_thread)
+       opWrapper.disableMultiThreading();
 
     op::log("Starting thread(s)", op::Priority::High);
     opWrapper.start();

examples_beta/openpose3d/openpose3d.cpp

@@ -33,10 +33,14 @@
 // See all the available parameter options withe the `--help` flag. E.g. `build/examples/openpose/openpose.bin --help`
 // Note: This command will show you flags for other unnecessary 3rdparty files. Check only the flags for the OpenPose
 // executable. E.g. for `openpose.bin`, look for `Flags from examples/openpose/openpose.cpp:`.
-// Debugging
+// Debugging/Other
 DEFINE_int32(logging_level,             3,              "The logging level. Integer in the range [0, 255]. 0 will output any log() message, while"
                                                         " 255 will not output any. Current OpenPose library messages are in the range 0-4: 1 for"
                                                         " low priority messages and 4 for important ones.");
+DEFINE_bool(disable_multi_thread,       false,          "It would slightly reduce the frame rate in order to highly reduce the lag. Mainly useful"
+                                                        " for 1) Cases where it is needed a low latency (e.g. webcam in real-time scenarios with"
+                                                        " low-range GPU devices); and 2) Debugging OpenPose when it is crashing to locate the"
+                                                        " error.");
 // OpenPose
 DEFINE_string(model_folder,             "models/",      "Folder path (absolute or relative) where the models (pose, face, ...) are located.");
 DEFINE_string(output_resolution,        "-1x-1",        "The image resolution (display and output). Use \"-1x-1\" to force the program to use the"
@@ -232,8 +236,9 @@ int openpose3d()
     // Configure wrapper
     opWrapper.configure(wrapperStructPose, wrapperStructFace, wrapperStructHand, op::WrapperStructInput{},
                         wrapperStructOutput);
-    // Set to single-thread running (e.g. for debugging purposes)
-    // opWrapper.disableMultiThreading();
+    // Set to single-thread running (to debug and/or reduce latency)
+    if (FLAGS_disable_multi_thread)
+       opWrapper.disableMultiThreading();
 
     op::log("Starting thread(s)", op::Priority::Max);
     // Start, run & stop threads