chonyy/ai-basketball-analysis

:basketball::robot::basketball: AI web app and API to analyze basketball shots and shooting pose.

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ai-basketball-analysis's Issues

Problem in running !python app.py

I followed every steps. Run each cell one by one. In between i got stuck where !ldconfig threw an error of libmkldnn.so.0 is not a symbolic link. So I deleted libmkldnn.so.0.14.0 and then it was fine. Now I got stuck at the last script. It is throwing new errors after resolving some import issues. Kindly revert back.
Thanks.

In windows 10 64 bit os : problem with OpenPose

Error: OpenPose library could not be found. Did you enable BUILD_PYTHON in CMake and have this Python script in the right folder?
Debugging middleware caught exception in streamed response at a point where response headers were already sent.
Traceback (most recent call last):
File "C:\WORKSP1\python\CONDA\BASKET1\AI-BAS1\venv\lib\site-packages\werkzeug\wsgi.py", line 506, in next
return self._next()
File "C:\WORKSP1\python\CONDA\BASKET1\AI-BAS1\venv\lib\site-packages\werkzeug\wrappers\base_response.py", line 45, in _iter_encoded
for item in iterable:
File "C:\Workspace\python\CONDA\Basketball_shooting_pose\AI-basketball-analysis\src\app_helper.py", line 19, in getVideoStream
datum, opWrapper = openpose_init()
File "C:\Workspace\python\CONDA\Basketball_shooting_pose\AI-basketball-analysis\src\utils.py", line 47, in openpose_init
raise e
File "C:\Workspace\python\CONDA\Basketball_shooting_pose\AI-basketball-analysis\src\utils.py", line 39, in openpose_init
import OpenPose.Release.pyopenpose as op
ModuleNotFoundError: No module named 'OpenPose.Release.pyopenpose'

Too slow on web server

Since Fast RCNN is a very CPU-bound object detection model, it loop over all sub image to find out possible. Although it does a lot optimization like Dynamic Programming. It still not a good fit on real time object detection.

I recommend you to use yolo4. I is the fastest object detection right now If I am not wrong.

• yolo4

There is python API in file darknet.py. Since I don't have datasets for training, I cannot help you to training deep learning model. Sorry~

what did you use to draw the project structure ?

Dataset

I wonder if you will be publishing your dataset for detection. Thanks. Impressive work by the way!

erro： import OpenPose.Release.pyopenpose as op ImportError: DLL load failed:

How to solve the following problems：
Traceback (most recent call last):
File "D:\Miniconda3\envs\TF-openpose\lib\site-packages\werkzeug\wsgi.py", line 462, in next
return self._next()
File "D:\Miniconda3\envs\TF-openpose\lib\site-packages\werkzeug\wrappers\response.py", line 50, in _iter_encoded
for item in iterable:
File "D:\pycharm\PythonProject\AI-basketball\src\app_helper.py", line 19, in getVideoStream
datum, opWrapper = openpose_init()
File "D:\pycharm\PythonProject\AI-basketball\src\utils.py", line 46, in openpose_init
raise e
File "D:\pycharm\PythonProject\AI-basketball\src\utils.py", line 38, in openpose_init
import OpenPose.Release.pyopenpose as op
ImportError: DLL load failed: 找不到指定的模块。
I would greatly appreciate it if you could provide some suggestions

the requirements.txt

Facing some errors and dont konw how to solve it

Error in atexit._run_exitfuncs:
Traceback (most recent call last):
File "C:\Users\Andre Wen\Desktop\AI-basketball-analysis-master\envir3.9\lib\site-packages\matplotlib_pylab_helpers.py", line 82, in destroy_all
manager.destroy()
File "C:\Users\Andre Wen\Desktop\AI-basketball-analysis-master\envir3.9\lib\site-packages\matplotlib\backends_backend_tk.py", line 569, in destroy
self._window_dpi.trace_remove('write', self.window_dpi_cbname)
File "D:\Lib\tkinter_init.py", line 427, in trace_remove
self._tk.call('trace', 'remove', 'variable',
RuntimeError: main thread is not in main loop
2023-03-08 12:48:27.611651: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 2211 MB memory: -> device: 0, name: NVIDIA GeForce GTX 1660 Ti, pci bus id: 0000:01:00.0, compute capability: 7.5

• Restarting with watchdog (windowsapi)

Dataset

@chonyy @Zames-Chang Do you share your used dataset and if yes where can I find it?

Wrong when object not detected

若 input 給的是不相關的圖片，會導致找不到物件位子直接抱錯，應用 try and expect 處理。

AI basketball analysis on google colab

hey @chonyy
I have tried this on google colab
check this out OR AI-basketball-analysis-on-google-colab

i'm facing an issue on server(google colab) video was processed, but in web browser the video stream is lagging. Please help me to solve this issue.

Thanks! for the great work.

ERROR: Cannot install -r requirements.txt (line 2) and werkzeug==0.16.0 because these package versions have conflicting dependencies.

Version conflict issues encountered when installing dependencies, as shown in the figure.

ERROR: Unable to extract uploader id;

Attempting to run the project on the Colab website, but i receive the following an error during the following step:

Download the above youtube video, cut the first 5 seconds and do the pose detection on that 5 seconds:

No module named 'OpenPose.Release.pyopenpose'

When i run the project, i meet the

Something went wrong while importing Openpose

While performing analysis on Video, I run into the following error. The app works with the pictures, the following problem arises only when video is selected.

Something went wrong when importing OpenPose
Debugging middleware caught exception in streamed response at a point where response headers were already sent.
Traceback (most recent call last):
File "C:\Users\Devil\AppData\Roaming\Python\Python37\site-packages\werkzeug\wsgi.py", line 506, in next
return self._next()
File "C:\Users\Devil\AppData\Roaming\Python\Python37\site-packages\werkzeug\wrappers\base_response.py", line 45, in _iter_encoded
for item in iterable:
File "D:\GritFeat\CV\AI-basketball-analysis-master\src\app_helper.py", line 19, in getVideoStream
datum, opWrapper = openpose_init()
File "D:\GritFeat\CV\AI-basketball-analysis-master\src\utils.py", line 47, in openpose_init
raise e
File "D:\GritFeat\CV\AI-basketball-analysis-master\src\utils.py", line 39, in openpose_init
import OpenPose.Release.pyopenpose as op
ModuleNotFoundError: No module named 'OpenPose.Release.pyopenpose'

How you can get frozen_inference_graph.pb?

please described getting pb file

Video and camera characteristics

Hi,
Which camera do you suggest to buy to record the videos ?
Can you suggest me the ideal characteristics for the video to be analyzed? For example frame per second and dimension.

I tried with 120 frames but the analysis is very slow, It is faster with 30 frame/s.

Thanks a lot and congratulations for the excellent work.

BR
/Tony

Could you provide the dadasets of basketball and basketball hook?

Could you provide the dadasets of basketball and basketball hook?

I can't run this file

I'm sorry to bother you.
when I execute this file,It doesn't work.
I can open web pages and upload video files,but it donsen't work.
When I upload image,it feedback an error to me like"AttributeError: 'NoneType' object has no attribute 'shape'"

I'm sorry but I have to learn from this archive:(

非常感謝您