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A tensorflow implementation with SSD model for person detection and Kalman Filtering combined for tracking

License: MIT License

Jupyter Notebook 33.67% Python 66.25% Shell 0.08%
computer-vision tensorflow humandetection tracking object-detection opencv object-tracking convolutional-neural-networks artificial-intelligence hactoberfest

person-detection-and-tracking's People

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ambakick avatar anotherpopoua avatar rogeeeth avatar vinaysomawat avatar

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person-detection-and-tracking's Issues

Performance issue in the definition of testResizeToRangeWithPadToMaxDimensionReturnsCorrectShapes, core/preprocessor_test.py(P1)

Hello, I found a performance issue in the definition of testResizeToRangeWithPadToMaxDimensionReturnsCorrectShapes, core/preprocessor_test.py, tf.shape(out_image) will be created repeatedly during the program executing, resulting in reduced efficiency. I think it should be created before the loop.

Looking forward to your reply. Btw, I am very glad to create a PR to fix it if you are too busy.

Adding x axis

I thank you for releasing a great project.
I want to add the value of the x axis. Where should I modify?

Freezeing app to exe

Hello

I am new to all this thing, I have seen the app and it is very good.
I want to freeze the app convert to exe from python but getting Error " No module named 'tensorflow_core.python'"
can you guide me to this

Thanks in advance

How to run this project?

Hi,thanks for your project. I have installed all the tensorflow environments,I tried to run the Person_det_track.py,but it didn't work.So I want to know how to run this project?Because I didn't find a demo.py.Thanks. @ambakick

how about comparison with yolov3?

Hi,
you said that SSD achieves 75.1% mAP, outperforming a comparable state of the art Faster R-CNN model. how about comparison with yolov3 on time and accuracy?

and how can use your ssd-inception-v2.pb to detect my custom videos?

Assigning Unique ID to same person

Hi, I wanted to as like is it possible to assign a unique ID to a person, also the id remains the same when that same person is out of frame and comes back rather assigning different tracking id?

Thank you

How to install and use

After installing tensorflow and opencv on windows, what should I do to make it work? I mean how to use it?

Tracking Problems

Hi Guys! First of all Thank you for such a good implementation of People detection and tracking and making it opensource.
I am trying to run your code but have some errors in the initial loop cases, as for begining the tracking has some problems.
I tried some changes but am scared that I might mess up the code, can you please guide me a bit or change in the main Person-det-track code??

Traceback (most recent call last):
File "Person_det_track.py", line 224, in
new_img = pipeline(img)
File "Person_det_track.py", line 114, in pipeline
= assign_detections_to_trackers(x_box, z_box, iou_thrd = 0.3)
File "Person_det_track.py", line 68, in assign_detections_to_trackers
if (IOU_mat[m[0],m[1]]<iou_thrd):
IndexError: index 1 is out of bounds for axis 0 with size 1

How to run and test it?

Hi,first thanks very much.I want to try to run on my own video,but it didn't work,so what should I do to test on my video?Should i write a demo.py?

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