Tennis Shots Identification and Counting using YOLOv7 Pose Estimation and LSTM Model

#yolo #yolov7 #objectdetection #poseestimation #lstm #computervision #deeplearning #opencv #pytorch
In this video 📝, we will learn how we can use YOLOv7 Pose Estimation model and LSTM model combine to identify and count different tennis shots.

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Tennis Shots Identification and Counting using YOLOv7 Pose Estimation and LSTM Model (Medium Blog Post):

Google Colab File Link:

[muhammadmoinfaisal]

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[muhammadarham]

Great work. Very informative and well explained. Just one question, What if we train the model on single person video poses and at inference time we want to infer both player 1 and 2 instead of just player two, Can we pass the whole frame instead of player 2 points or we need to pass both 1 and 2 one by one to get the results?

[angelmauricio]

Hi Muhammad, good video. Have one question, you use YOLOv7 just for getting the keypoints from the videos right?, so the LSTM that you used is for the predict model. I would appreciate your clariffication. Thanks!

[JordanNishimura]

Awesome stuff! I'd love to run the google colab notebook to follow along but I get an error. I think the google drive link is down. Would you mind updating it when you have a chance? Thanks!

[tron_evan]

How did you normalize the keypoints data? Is it done based on the image size or the bbox size?

[Eduorganizacion]

Can i use this video for edicational purposes

[DheerajKumar-xdyz]

Hello Sir, it was a very nice video with good explanation. I have just one question, What is backhandgroundstroke_data1 and from where do we get that package??

[loowaijun]

HI Sir, I came from your yolo-nas custom detection video.

[ezginuruyaroglu]

Hello very nice video I want to ask something I want to ask something backhandgroundstroke_data where did we download it or did we create it I did not see the explanation in the video I would be very happy if you help me

[AlphaStudios]

How does this only detect one person in the frame?