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PiotrG1996/README.md

Piotr Gapski | Machine Learning & Computer Vision Engineer


PiotrG1996

πŸš€βœ¨ Top Machine Learning Tools & Computer Vision Techniques

Here are my recent top tools and techniques πŸ› οΈ used to tackle complex projects in Machine Learning πŸ€– and Computer Vision πŸ‘οΈ:

🎯 Machine Learning Tools

  • Frameworks: πŸ—οΈ TensorFlow, πŸ”₯ PyTorch, 🧠 Scikit-learn
  • Optimization: πŸš€ TensorRT, πŸ”„ ONNX
  • Data Processing: πŸ“Š NumPy, πŸ“ Pandas
  • Visualization: πŸ“‰ Matplotlib, πŸ“Š Plotly
  • Model Deployment: πŸ–₯️ TensorFlow, 🌐 Flask, ⚑ FastAPI
  • Cloud Platforms: ☁️ Google Cloud AI
  • Version Control: 🏷️ MLflow, πŸ“ˆ Weights & Biases

πŸ–ΌοΈ Computer Vision Techniques

  • 🟒 Image Processing: πŸ“· OpenCV
  • 🟑 Object Detection: 🎯 YOLO, ⚑ Faster R-CNN, 🏎️ SSD
  • πŸ”΄ Segmentation: πŸ† Mask R-CNN
  • 🟣 Pose Estimation: πŸƒ OpenPose, βœ‹ MediaPipe
  • πŸ”΅ 3D Vision: πŸ› οΈ Open3D
  • 🟠 Augmentation: πŸ”„ torchvision.transforms

Machine Learning & Computer Vision

Also exploring:

Python
Python 		Pytorch
Pytorch 		NumPy
NumPy 		Google Cloud
GCP 		TensorRT
TensorRT
OpenCV
OpenCV 		Jupyter
Jupyter 		Nvidia
Nvidia 		Blender
Blender 		Ubuntu
Ubuntu

Web Development Technology Stack

Here's the tech stack I work with daily:

HTML
HTML 		CSS
CSS 		Bootstrap
Bootstrap 		DevTools
DevTools
Python
Python 		Flask
Flask 		JavaScript
JavaScript 		Google Cloud
GCP

Internet of Things and Mobile Robotics

Recent areas of exploration:

ROS
ROS/ROS2 		Microcontrollers
Microcontrollers 		Embedded Systems
Embedded 		Python
Python
Docker
Docker 		Grafana
Grafana 		Ubuntu
Ubuntu 		Bash
Bash

Let's Connect!

Piotr Gapski Β© 2025 | Machine Learning & Computer Vision Engineer | Open to new Opportunities!

Pinned Loading

  1. AMR AMR Public

    Autonomous Mobile Robots

    Python 2

  2. IoT_HX711 IoT_HX711 Public

    Force and torque measurement with web interface using Node-Red

    JavaScript 2

  3. JetsonNano_ObjectDetection_YOLOv5 JetsonNano_ObjectDetection_YOLOv5 Public

    Example of data callection / synthetic data generation / training / inference

    Python 9 1

  4. gimbal_controller gimbal_controller Public

    C

  5. VSCode-extensions VSCode-extensions Public

    Simple installation example of VS code extensions

    Shell 1

  6. jetson-installation jetson-installation Public

    Jetson NANO

    Shell 1