Hey there, I hope you are in good health.
I am a certified python (PCAPP) programmer / Deep Learning programmer with five years of industrial and research experience. I see that you want 2D Semantic Segmentation and 3D Classification for three classes (Open, Close and Semi). I can do this for you with ease. Since you have the code already, it would be much easier too. Also, I have publications experience you shall have a well written report for your code.
#Skills:
> Image processing, Classification, Clustering, Segmentation, Localization & Detection, OCR.
> Time Series Analysis, Multi-Step Time series Analysis, RNNs/LSTMs.
> Training and Mentoring, Data Visualization, Learning Curves
> ML Algorithms, ML Model Development, Deep Learning and Data/Text Mining, NLP
#Core Libraries:
> tensorflow-keras, opencv, pyedflib, scikit-learn, PIL, matplotlib, tesseract, numpy, pandas, etc.,
P.S. I have journal and conference publications on the aforementioned topics. I also have an MS degree in this field. Currently, I am working in a research lab as a python/c/c++ developer for anomaly detection using ML in high speed networks.
Best regards,