195 KiB
195 KiB
In [1]:
import os import sys import time
Select video file¶
In [2]:
VIDEO = './../exampledata/ShowCase_1.mp4' assert os.path.exists(VIDEO), 'Video path not recognized: no such file or directory' VIDEOOUT = VIDEO.split("/")[-1].split(".")[0] ROOT = "/".join(VIDEO.split("/")[:-1]) + "/" TMP_DIR = "/".join(VIDEO.split("/")[:-2]) + "/temp/" if not(os.path.exists(TMP_DIR)): os.mkdir(TMP_DIR) path = "%s%s_frames" % (TMP_DIR, VIDEOOUT) if not(os.path.exists(path)): os.mkdir(path) path
Out[2]:
'./../temp/ShowCase_1_frames'
Extract all video frames with ffmpeg¶
ffmpeg needs to be installed locally see https://www.wikihow.com/Install-FFmpeg-on-Windows
In [6]:
%%time path = ("%s%s_frames/frame" % (TMP_DIR, VIDEOOUT)) + "%04d.jpg" print(path) !ffmpeg -i $VIDEO $path
./../temp/ShowCase_1_frames/frame%04d.jpg Wall time: 4min 21s
ffmpeg version 2021-10-11-git-90a0da9f14-full_build-www.gyan.dev Copyright (c) 2000-2021 the FFmpeg developers
built with gcc 10.3.0 (Rev5, Built by MSYS2 project)
configuration: --enable-gpl --enable-version3 --enable-static --disable-w32threads --disable-autodetect --enable-fontconfig --enable-iconv --enable-gnutls --enable-libxml2 --enable-gmp --enable-lzma --enable-libsnappy --enable-zlib --enable-librist --enable-libsrt --enable-libssh --enable-libzmq --enable-avisynth --enable-libbluray --enable-libcaca --enable-sdl2 --enable-libdav1d --enable-libzvbi --enable-librav1e --enable-libsvtav1 --enable-libwebp --enable-libx264 --enable-libx265 --enable-libxvid --enable-libaom --enable-libopenjpeg --enable-libvpx --enable-libass --enable-frei0r --enable-libfreetype --enable-libfribidi --enable-libvidstab --enable-libvmaf --enable-libzimg --enable-amf --enable-cuda-llvm --enable-cuvid --enable-ffnvcodec --enable-nvdec --enable-nvenc --enable-d3d11va --enable-dxva2 --enable-libmfx --enable-libglslang --enable-vulkan --enable-opencl --enable-libcdio --enable-libgme --enable-libmodplug --enable-libopenmpt --enable-libopencore-amrwb --enable-libmp3lame --enable-libshine --enable-libtheora --enable-libtwolame --enable-libvo-amrwbenc --enable-libilbc --enable-libgsm --enable-libopencore-amrnb --enable-libopus --enable-libspeex --enable-libvorbis --enable-ladspa --enable-libbs2b --enable-libflite --enable-libmysofa --enable-librubberband --enable-libsoxr --enable-chromaprint
libavutil 57. 7.100 / 57. 7.100
libavcodec 59. 12.100 / 59. 12.100
libavformat 59. 6.100 / 59. 6.100
libavdevice 59. 0.101 / 59. 0.101
libavfilter 8. 12.100 / 8. 12.100
libswscale 6. 1.100 / 6. 1.100
libswresample 4. 0.100 / 4. 0.100
libpostproc 56. 0.100 / 56. 0.100
Input #0, mov,mp4,m4a,3gp,3g2,mj2, from './../exampledata/ShowCase_1.mp4':
Metadata:
major_brand : isom
minor_version : 512
compatible_brands: isomiso2avc1mp41
creation_time : 2020-09-01T12:52:30.000000Z
encoder : Lavf58.13.101
Duration: 00:03:24.71, start: 0.000000, bitrate: 199228 kb/s
Stream #0:0[0x1](und): Video: h264 (High) (avc1 / 0x31637661), yuv420p(progressive), 5760x2880, 199098 kb/s, 29.97 fps, 29.97 tbr, 30k tbn (default)
Metadata:
creation_time : 2020-09-01T12:52:30.000000Z
handler_name : VideoHandler
vendor_id : [0][0][0][0]
Side data:
stereo3d: 2D
spherical: equirectangular (0.000000/0.000000/0.000000)
Stream #0:1[0x2](und): Audio: aac (mp4a / 0x6134706D), 48000 Hz, stereo, fltp, 128 kb/s (default)
Metadata:
creation_time : 2020-09-01T12:52:30.000000Z
handler_name : SoundHandler
vendor_id : [0][0][0][0]
Stream mapping:
Stream #0:0 -> #0:0 (h264 (native) -> mjpeg (native))
Press [q] to stop, [?] for help
[swscaler @ 0000026e79899d80] [swscaler @ 0000026e798ea500] deprecated pixel format used, make sure you did set range correctly
[swscaler @ 0000026e79899d80] [swscaler @ 0000026e799affc0] deprecated pixel format used, make sure you did set range correctly
[swscaler @ 0000026e79899d80] [swscaler @ 0000026e79a55cc0] deprecated pixel format used, make sure you did set range correctly
[swscaler @ 0000026e79899d80] [swscaler @ 0000026e79afb680] deprecated pixel format used, make sure you did set range correctly
[swscaler @ 0000026e79899d80] [swscaler @ 0000026e79ba1100] deprecated pixel format used, make sure you did set range correctly
[swscaler @ 0000026e79899d80] [swscaler @ 0000026e79c83a80] deprecated pixel format used, make sure you did set range correctly
[swscaler @ 0000026e79899d80] [swscaler @ 0000026e79d18f00] deprecated pixel format used, make sure you did set range correctly
[swscaler @ 0000026e79899d80] [swscaler @ 0000026e79dae380] deprecated pixel format used, make sure you did set range correctly
[swscaler @ 0000026e79899d80] [swscaler @ 0000026e79e4ee80] deprecated pixel format used, make sure you did set range correctly
[swscaler @ 0000026e79899d80] [swscaler @ 0000026e79ee4300] deprecated pixel format used, make sure you did set range correctly
[swscaler @ 0000026e79899d80] [swscaler @ 0000026e79fb7d00] deprecated pixel format used, make sure you did set range correctly
[swscaler @ 0000026e79899d80] [swscaler @ 0000026e7a052180] deprecated pixel format used, make sure you did set range correctly
[swscaler @ 0000026e79899d80] [swscaler @ 0000026e7a108c00] deprecated pixel format used, make sure you did set range correctly
Output #0, image2, to './../temp/ShowCase_1_frames/frame%04d.jpg':
Metadata:
major_brand : isom
minor_version : 512
compatible_brands: isomiso2avc1mp41
encoder : Lavf59.6.100
Stream #0:0(und): Video: mjpeg, yuvj420p(pc, progressive), 5760x2880, q=2-31, 200 kb/s, 29.97 fps, 29.97 tbn (default)
Metadata:
creation_time : 2020-09-01T12:52:30.000000Z
handler_name : VideoHandler
vendor_id : [0][0][0][0]
encoder : Lavc59.12.100 mjpeg
Side data:
cpb: bitrate max/min/avg: 0/0/200000 buffer size: 0 vbv_delay: N/A
stereo3d: 2D
spherical: equirectangular (0.000000/0.000000/0.000000)
frame= 1 fps=0.0 q=9.6 size=N/A time=00:00:00.03 bitrate=N/A speed=0.0554x
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frame= 20 fps= 12 q=24.8 size=N/A time=00:00:00.66 bitrate=N/A speed=0.412x
frame= 33 fps= 15 q=24.8 size=N/A time=00:00:01.10 bitrate=N/A speed=0.512x
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frame= 72 fps= 19 q=24.8 size=N/A time=00:00:02.40 bitrate=N/A speed=0.648x
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frame= 111 fps= 21 q=24.8 size=N/A time=00:00:03.70 bitrate=N/A speed=0.698x
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frame= 137 fps= 21 q=24.8 size=N/A time=00:00:04.57 bitrate=N/A speed=0.717x
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video:1428587kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: unknown
Run OpenPose on frames and generate Body Movement analysis¶
Requirements:
- POSE_PROTO_FILE = r"openpose/pose_deploy_linevec.prototxt"
- POSE_WEIGHTS_FILE = r"openpose/pose_iter_440000.caffemodel"
In [ ]:
import process_OpenPose as openpose openpose.process(VIDEO)
1%|█▍ | 39/6135 [00:32<14:01, 7.24it/s]
Run RT-Gene on video¶
Requirements:
- If you have not done so yet run install_RTGene.py
- Specify amount of people in video
maxPeoplefor sorting algorithm (NOTE: all subjects should be visible in the beginning of the video) - [OPTIONAL] provide a calibration file for your camera see e.g.
./calib_insta.pkl
In [ ]:
import process_RTGene as rtgene rtgene.process(VIDEO, maxPeople=6)
Loading networks
Using device cuda:0 for face detection.
PyTorch using 8 threads.
WARNING:tensorflow:From C:\Users\Anna\PycharmProjects\conan\processing\rt_gene\estimate_gaze_tensorflow.py:28: The name tf.keras.backend.set_session is deprecated. Please use tf.compat.v1.keras.backend.set_session instead.
Load model ./../model_nets/Model_allsubjects1.h5
WARNING:tensorflow:From C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\tensorflow_core\python\ops\resource_variable_ops.py:1635: calling BaseResourceVariable.__init__ (from tensorflow.python.ops.resource_variable_ops) with constraint is deprecated and will be removed in a future version.
Instructions for updating:
If using Keras pass *_constraint arguments to layers.
Loaded 1 model(s)
Video frame count: 6135.0
WARNING!!! You should provide the camera calibration file, otherwise you might get bad results.
Using a crude approximation!
0%| | 0/6135 [00:00<?, ?it/s]
ERROR:root:Internal Python error in the inspect module. Below is the traceback from this internal error. ERROR:root:Internal Python error in the inspect module. Below is the traceback from this internal error. ERROR:root:Internal Python error in the inspect module. Below is the traceback from this internal error.
Traceback (most recent call last):
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\interactiveshell.py", line 3343, in run_code
exec(code_obj, self.user_global_ns, self.user_ns)
File "<ipython-input-3-591fb7219cf7>", line 3, in <module>
rtgene.process(VIDEO, maxPeople=6)
File "C:\Users\Anna\PycharmProjects\conan\processing\process_RTGene.py", line 259, in process
lstRet.append(estimate_gaze(image_file_name, image, landmark_estimator, gaze_estimator, _dist_coefficients, _camera_matrix, args))
File "C:\Users\Anna\PycharmProjects\conan\processing\process_RTGene.py", line 59, in estimate_gaze
subjects = landmark_estimator.get_subjects_from_faceboxes(color_img, faceboxes)
File "C:\Users\Anna\PycharmProjects\conan\processing\rt_gene\extract_landmarks_method_base.py", line 126, in get_subjects_from_faceboxes
initial_pts68_list = self.ddfa_forward_pass(color_img, roi_box_list)
File "C:\Users\Anna\PycharmProjects\conan\processing\rt_gene\extract_landmarks_method_base.py", line 113, in ddfa_forward_pass
img_step = [crop_img(color_img, roi_box) for roi_box in roi_box_list]
File "C:\Users\Anna\PycharmProjects\conan\processing\rt_gene\extract_landmarks_method_base.py", line 113, in <listcomp>
img_step = [crop_img(color_img, roi_box) for roi_box in roi_box_list]
File "C:\Users\Anna\PycharmProjects\conan\processing\rt_gene\ThreeDDFA\inference.py", line 45, in crop_img
res = np.zeros((dh, dw, 3), dtype=np.uint8)
KeyboardInterrupt
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\interactiveshell.py", line 2044, in showtraceback
stb = value._render_traceback_()
AttributeError: 'KeyboardInterrupt' object has no attribute '_render_traceback_'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\ultratb.py", line 1169, in get_records
return _fixed_getinnerframes(etb, number_of_lines_of_context, tb_offset)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\ultratb.py", line 316, in wrapped
return f(*args, **kwargs)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\ultratb.py", line 350, in _fixed_getinnerframes
records = fix_frame_records_filenames(inspect.getinnerframes(etb, context))
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\inspect.py", line 1490, in getinnerframes
frameinfo = (tb.tb_frame,) + getframeinfo(tb, context)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\inspect.py", line 1448, in getframeinfo
filename = getsourcefile(frame) or getfile(frame)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\inspect.py", line 696, in getsourcefile
if getattr(getmodule(object, filename), '__loader__', None) is not None:
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\inspect.py", line 733, in getmodule
if ismodule(module) and hasattr(module, '__file__'):
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\tensorflow\__init__.py", line 50, in __getattr__
module = self._load()
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\tensorflow\__init__.py", line 44, in _load
module = _importlib.import_module(self.__name__)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 994, in _gcd_import
File "<frozen importlib._bootstrap>", line 971, in _find_and_load
File "<frozen importlib._bootstrap>", line 953, in _find_and_load_unlocked
ModuleNotFoundError: No module named 'tensorflow_core.estimator'
Traceback (most recent call last):
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\interactiveshell.py", line 3343, in run_code
exec(code_obj, self.user_global_ns, self.user_ns)
File "<ipython-input-3-591fb7219cf7>", line 3, in <module>
rtgene.process(VIDEO, maxPeople=6)
File "C:\Users\Anna\PycharmProjects\conan\processing\process_RTGene.py", line 259, in process
lstRet.append(estimate_gaze(image_file_name, image, landmark_estimator, gaze_estimator, _dist_coefficients, _camera_matrix, args))
File "C:\Users\Anna\PycharmProjects\conan\processing\process_RTGene.py", line 59, in estimate_gaze
subjects = landmark_estimator.get_subjects_from_faceboxes(color_img, faceboxes)
File "C:\Users\Anna\PycharmProjects\conan\processing\rt_gene\extract_landmarks_method_base.py", line 126, in get_subjects_from_faceboxes
initial_pts68_list = self.ddfa_forward_pass(color_img, roi_box_list)
File "C:\Users\Anna\PycharmProjects\conan\processing\rt_gene\extract_landmarks_method_base.py", line 113, in ddfa_forward_pass
img_step = [crop_img(color_img, roi_box) for roi_box in roi_box_list]
File "C:\Users\Anna\PycharmProjects\conan\processing\rt_gene\extract_landmarks_method_base.py", line 113, in <listcomp>
img_step = [crop_img(color_img, roi_box) for roi_box in roi_box_list]
File "C:\Users\Anna\PycharmProjects\conan\processing\rt_gene\ThreeDDFA\inference.py", line 45, in crop_img
res = np.zeros((dh, dw, 3), dtype=np.uint8)
KeyboardInterrupt
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\interactiveshell.py", line 2044, in showtraceback
stb = value._render_traceback_()
AttributeError: 'KeyboardInterrupt' object has no attribute '_render_traceback_'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\interactiveshell.py", line 3263, in run_ast_nodes
if (await self.run_code(code, result, async_=asy)):
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\interactiveshell.py", line 3360, in run_code
self.showtraceback(running_compiled_code=True)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\interactiveshell.py", line 2047, in showtraceback
value, tb, tb_offset=tb_offset)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\ultratb.py", line 1436, in structured_traceback
self, etype, value, tb, tb_offset, number_of_lines_of_context)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\ultratb.py", line 1336, in structured_traceback
self, etype, value, tb, tb_offset, number_of_lines_of_context
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\ultratb.py", line 1193, in structured_traceback
tb_offset)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\ultratb.py", line 1150, in format_exception_as_a_whole
last_unique, recursion_repeat = find_recursion(orig_etype, evalue, records)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\ultratb.py", line 451, in find_recursion
return len(records), 0
TypeError: object of type 'NoneType' has no len()
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\interactiveshell.py", line 2044, in showtraceback
stb = value._render_traceback_()
AttributeError: 'TypeError' object has no attribute '_render_traceback_'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\ultratb.py", line 1169, in get_records
return _fixed_getinnerframes(etb, number_of_lines_of_context, tb_offset)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\ultratb.py", line 316, in wrapped
return f(*args, **kwargs)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\ultratb.py", line 350, in _fixed_getinnerframes
records = fix_frame_records_filenames(inspect.getinnerframes(etb, context))
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\inspect.py", line 1490, in getinnerframes
frameinfo = (tb.tb_frame,) + getframeinfo(tb, context)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\inspect.py", line 1448, in getframeinfo
filename = getsourcefile(frame) or getfile(frame)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\inspect.py", line 696, in getsourcefile
if getattr(getmodule(object, filename), '__loader__', None) is not None:
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\inspect.py", line 733, in getmodule
if ismodule(module) and hasattr(module, '__file__'):
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\tensorflow\__init__.py", line 50, in __getattr__
module = self._load()
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\tensorflow\__init__.py", line 44, in _load
module = _importlib.import_module(self.__name__)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 994, in _gcd_import
File "<frozen importlib._bootstrap>", line 971, in _find_and_load
File "<frozen importlib._bootstrap>", line 953, in _find_and_load_unlocked
ModuleNotFoundError: No module named 'tensorflow_core.estimator'
Traceback (most recent call last):
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\interactiveshell.py", line 3343, in run_code
exec(code_obj, self.user_global_ns, self.user_ns)
File "<ipython-input-3-591fb7219cf7>", line 3, in <module>
rtgene.process(VIDEO, maxPeople=6)
File "C:\Users\Anna\PycharmProjects\conan\processing\process_RTGene.py", line 259, in process
lstRet.append(estimate_gaze(image_file_name, image, landmark_estimator, gaze_estimator, _dist_coefficients, _camera_matrix, args))
File "C:\Users\Anna\PycharmProjects\conan\processing\process_RTGene.py", line 59, in estimate_gaze
subjects = landmark_estimator.get_subjects_from_faceboxes(color_img, faceboxes)
File "C:\Users\Anna\PycharmProjects\conan\processing\rt_gene\extract_landmarks_method_base.py", line 126, in get_subjects_from_faceboxes
initial_pts68_list = self.ddfa_forward_pass(color_img, roi_box_list)
File "C:\Users\Anna\PycharmProjects\conan\processing\rt_gene\extract_landmarks_method_base.py", line 113, in ddfa_forward_pass
img_step = [crop_img(color_img, roi_box) for roi_box in roi_box_list]
File "C:\Users\Anna\PycharmProjects\conan\processing\rt_gene\extract_landmarks_method_base.py", line 113, in <listcomp>
img_step = [crop_img(color_img, roi_box) for roi_box in roi_box_list]
File "C:\Users\Anna\PycharmProjects\conan\processing\rt_gene\ThreeDDFA\inference.py", line 45, in crop_img
res = np.zeros((dh, dw, 3), dtype=np.uint8)
KeyboardInterrupt
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\interactiveshell.py", line 2044, in showtraceback
stb = value._render_traceback_()
AttributeError: 'KeyboardInterrupt' object has no attribute '_render_traceback_'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\interactiveshell.py", line 3263, in run_ast_nodes
if (await self.run_code(code, result, async_=asy)):
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\interactiveshell.py", line 3360, in run_code
self.showtraceback(running_compiled_code=True)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\interactiveshell.py", line 2047, in showtraceback
value, tb, tb_offset=tb_offset)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\ultratb.py", line 1436, in structured_traceback
self, etype, value, tb, tb_offset, number_of_lines_of_context)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\ultratb.py", line 1336, in structured_traceback
self, etype, value, tb, tb_offset, number_of_lines_of_context
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\ultratb.py", line 1193, in structured_traceback
tb_offset)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\ultratb.py", line 1150, in format_exception_as_a_whole
last_unique, recursion_repeat = find_recursion(orig_etype, evalue, records)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\ultratb.py", line 451, in find_recursion
return len(records), 0
TypeError: object of type 'NoneType' has no len()
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\interactiveshell.py", line 2044, in showtraceback
stb = value._render_traceback_()
AttributeError: 'TypeError' object has no attribute '_render_traceback_'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\interactiveshell.py", line 2895, in _run_cell
return runner(coro)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\async_helpers.py", line 68, in _pseudo_sync_runner
coro.send(None)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\interactiveshell.py", line 3072, in run_cell_async
interactivity=interactivity, compiler=compiler, result=result)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\interactiveshell.py", line 3282, in run_ast_nodes
self.showtraceback()
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\interactiveshell.py", line 2047, in showtraceback
value, tb, tb_offset=tb_offset)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\ultratb.py", line 1436, in structured_traceback
self, etype, value, tb, tb_offset, number_of_lines_of_context)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\ultratb.py", line 1336, in structured_traceback
self, etype, value, tb, tb_offset, number_of_lines_of_context
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\ultratb.py", line 1211, in structured_traceback
chained_exceptions_tb_offset)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\ultratb.py", line 1150, in format_exception_as_a_whole
last_unique, recursion_repeat = find_recursion(orig_etype, evalue, records)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\ultratb.py", line 451, in find_recursion
return len(records), 0
TypeError: object of type 'NoneType' has no len()
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\interactiveshell.py", line 2044, in showtraceback
stb = value._render_traceback_()
AttributeError: 'TypeError' object has no attribute '_render_traceback_'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\ultratb.py", line 1169, in get_records
return _fixed_getinnerframes(etb, number_of_lines_of_context, tb_offset)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\ultratb.py", line 316, in wrapped
return f(*args, **kwargs)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\IPython\core\ultratb.py", line 350, in _fixed_getinnerframes
records = fix_frame_records_filenames(inspect.getinnerframes(etb, context))
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\inspect.py", line 1490, in getinnerframes
frameinfo = (tb.tb_frame,) + getframeinfo(tb, context)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\inspect.py", line 1448, in getframeinfo
filename = getsourcefile(frame) or getfile(frame)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\inspect.py", line 696, in getsourcefile
if getattr(getmodule(object, filename), '__loader__', None) is not None:
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\inspect.py", line 733, in getmodule
if ismodule(module) and hasattr(module, '__file__'):
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\tensorflow\__init__.py", line 50, in __getattr__
module = self._load()
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\site-packages\tensorflow\__init__.py", line 44, in _load
module = _importlib.import_module(self.__name__)
File "C:\Users\Anna\miniconda3\envs\conan_env\lib\importlib\__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 994, in _gcd_import
File "<frozen importlib._bootstrap>", line 971, in _find_and_load
File "<frozen importlib._bootstrap>", line 953, in _find_and_load_unlocked
ModuleNotFoundError: No module named 'tensorflow_core.estimator'
In [3]:
import process_AprilTag as apriltag apriltag.process(VIDEO)
Number of frames: 6135 WARNING: apriltag2 not supported on windows, running with pupil_apriltag...
Frame 0 found 0 tags Frame 1 found 0 tags Frame 2 found 0 tags Frame 3 found 0 tags Frame 4 found 0 tags Frame 5 found 0 tags Frame 6 found 0 tags Frame 7 found 0 tags Frame 8 found 0 tags Frame 9 found 0 tags Frame 10 found 0 tags Frame 11 found 0 tags Frame 12 found 0 tags Frame 13 found 0 tags Frame 14 found 0 tags Frame 15 found 0 tags Frame 16 found 0 tags Frame 17 found 0 tags Frame 18 found 0 tags Frame 19 found 0 tags Frame 20 found 0 tags Frame 21 found 0 tags Frame 22 found 0 tags Frame 23 found 0 tags Frame 24 found 0 tags Frame 25 found 0 tags Frame 26 found 0 tags Frame 27 found 0 tags Frame 28 found 0 tags Frame 29 found 0 tags Frame 30 found 0 tags Frame 31 found 0 tags Frame 32 found 0 tags Frame 33 found 0 tags Frame 34 found 0 tags Frame 35 found 0 tags Frame 36 found 0 tags Frame 37 found 0 tags Frame 38 found 0 tags Frame 39 found 0 tags Frame 40 found 0 tags
--------------------------------------------------------------------------- KeyboardInterrupt Traceback (most recent call last) <ipython-input-3-15943b79b07d> in <module> 1 import process_AprilTag as apriltag 2 ----> 3 apriltag.process(VIDEO) ~\PycharmProjects\conan\processing\process_AprilTag.py in process(file) 73 img = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY) 74 ---> 75 result = detector.detect(img) 76 77 for i in range(len(result)): ~\miniconda3\envs\conan_env\lib\site-packages\pupil_apriltags\bindings.py in detect(self, img, estimate_tag_pose, camera_params, tag_size) 412 # detect apriltags in the image 413 self.libc.apriltag_detector_detect.restype = ctypes.POINTER(_ZArray) --> 414 detections = self.libc.apriltag_detector_detect(self.tag_detector_ptr, c_img) 415 416 apriltag = ctypes.POINTER(_ApriltagDetection)() KeyboardInterrupt:
In [ ]: