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Mac-007/README.md

Hello, I'm Dr. Amit Chougule, PhD !

Leading researcher in Computer Vision and AI | Specializing in Medical Imaging and Autonomous Systems

Connect with Me

LinkedIn Instagram

Technologies & Tools

Programming Languages:
C C++
Java Ruby Python Rust SQL

Machine Learning Frameworks:
PyTorch TensorFlow Keras

Image Processing

OpenCV Matplotlib Scikit-Image SciPy Pillow

Cloud Platforms

Google Cloud Vertex AI AWS Azure

AI/ML Optimization & Deployment

Optuna Ray Tune ONNX Runtime Intel OpenVINO NVIDIA TensorRT Apple CoreML Edge Optimization Deployment Acceleration

Medical Imaging Tools

ImageJ 3D Slicer OsiriX SimpleITK ITK-SNAP RadiAnt DICOM

Scripting and Command Line

Bash Git

Containerization & DevOps Tools

Docker Kubernetes

Hardware & Embedded Platforms

Arduino Raspberry Pi NVIDIA Jetson Nano

Data Visualization & BI Tools

Power BI Tableau

Design and Development Tools

Figma Illustrator Photoshop

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  1. Image-Embedding-Based-Image-Similarity-Identification Image-Embedding-Based-Image-Similarity-Identification Public

    Framework that leverages Google’s SigLIP model for efficient image similarity detection, visual search, and top-k retrieval. It enables pairwise comparison, dataset-wide similarity analysis, and qu…

    Python

  2. Object_tracking_algorithms Object_tracking_algorithms Public

    Object_tracking_algorithms

    Python

  3. Hyperparameter-optimization-using-Optuna-framework Hyperparameter-optimization-using-Optuna-framework Public

    "Optimize machine learning model performance effortlessly with this repository showcasing hyperparameter tuning using the Optuna framework."

    Jupyter Notebook 2

  4. VGG-Core VGG-Core Public

    VGG16-based image classification system with a modular PyTorch design. Integrates early stopping to minimize overfitting and robust generalization on domain-specific datasets. Includes standalone t…

    Python 1

  5. HCC-TACE-SEG-Dataset-Overview HCC-TACE-SEG-Dataset-Overview Public

    Comprehensive documentation of the HCC-TACE-SEG dataset, including structure, terminology, scan details, and dataset explanations.

    1 1

  6. Vivax-Dataset Vivax-Dataset Public

    Malaria - Vivax.

    Python 1