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tekboart/README.md


               

Hi there, 👋

I'm an ML/Computer Vision engineer 🧑‍💻 who is very interested in the novel applications of AI in the AEC sector. As someone who daily drives free software (e.g., Linux, Anki, Drawio, pdftk, etc.), I am a huge fan of open-source community and hope to become competend enough one day to give back by contributing.


🎯 My Favorite Fields/Topics (in order of competence)

  • 👀 Computer Vision
  • ❄️ Graph ML
  • 🗣️ Natural Language Processing
  • 🐘 Big Data

🧰 My Favorite Tools

Category Tools
ML & DeepLearning Python PyTorch Tensorflow Keras NumPy Pandas Ray
Computer Vision OpenCV PIL
Graph ML igraph NetworkX PyTorchGeometric TensorFlow GNN DGL
NLP LangChain Ollama
BigData PySpark Hadoop
Database MYSQL Postgresql
Web Development JScript CSS3 HTML5 Django Flask Fast_API
Deployment Docker
Misc Bash Script Vim LaTeX
2D/3D Softwares Blender 3DsMax AutoCad

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  1. crack-binary-semantic-segmentaion crack-binary-semantic-segmentaion Public

    A Crack Binary Semantic Segmentation Project written purely in PyTorch. Although I have used a crack dataset, one can input any binary segmentation annotated data to this model (e.g., medical image…

    Jupyter Notebook 3

  2. CHB-image_classification_GradCam CHB-image_classification_GradCam Public

    Using four different CNN architectures in an endeavor to detect built heritage in need of preservation and approximately localize the existent damage therein using the GradCam technique.

    Jupyter Notebook 2

  3. SNA-pointcloud SNA-pointcloud Public

    Using Social Network Analysis (SNA) and community detection on point cloud data, in an endeavor to do part segmentation.

    Jupyter Notebook

  4. SNA-thesis SNA-thesis Public

    Used web scraping and social network analysis (SNA) to analyze research of arbitrary Iranian professor.

    Jupyter Notebook 1 1

  5. Bigdata-duplicate_record_recognition Bigdata-duplicate_record_recognition Public

    Finding duplicate records using Record Linkage Comparison and BigData through Apache Spark

    Jupyter Notebook

  6. ML-letter_recognition ML-letter_recognition Public

    Classification/Recognition and clustering of English letters using ML algorithms.

    Jupyter Notebook