Cricket bat and ball impact detection

Detection used

The results is showing the frame where bat hit the ball.

git clone https://github.com/MotiBaadror/cricket_video_analysis
cd cricket_video_analysis 
pip install - r requirements.txt

download the pretrained model from here

Keep the weights in the checkpoints folder
Keep the video in data/ folder

Results from tensorflow model

Use inference_tf2_colab.ipynb to get the results from models of tensorflow model. You can try several different configs available here

Image_AI results

cd src 
python image_ai_inference.py

image_ai_inference.py to get the json for the cooridinate
results will be saved in the results dir
after that to get the frame where bat hits ball

python generate_results.py

To get the final output I am calculating euclidian distence between bet and ball.

dst = math.sqrt((x1-x2)**2+(y1-y2)**2)

The notebook contain all the helper code which is not organised.