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Research and Teaching Assistant | ML engineer
- Poland
- https://juliuszlosinski.github.io/portfolio/
- in/juliuszlosinski
- @juliuszlosinski
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Implementation of YOLOv8 for Object Detection, Image Segmentation, and Pose Estimation on Raspberry Pi 5 with Halo Acceleration for Enhanced AI Performance.
Renderer3D implementation by using OpenGL and DirectX 12 (D3D12) APIs.
Real-Time IoT Monitoring system (ESP32 & Intel Joule).
Comparison of CNN architectures for INTERCO flags classification.
Imbalanced data problem image/maritime flags detection. Balancing by using SMOTE, ADASYN, Augmentation, Autoencoder and DGAN. Detection by using two-stage dectetors like: R-CNN, Faster R-CNN and Ma…
Implementation of augmentation, SMOTE, ADASYN, AE, DGAN for oversampling image data used in detection (YOLO and others one stage detectors). Maritime flags/code scenario.
This code implements a binary classification of network traffic as either normal (MQTT_Publish) or potentially malicious (ARP_poisioning).
Business intelligence analyzer - Supermarket sales.
RealX-Renderer is a D3D12 rendering engine that is using XeSS API and raw version of D3D12.
3D Graphics Web Applications implemented in: WebGL, Three.js and React-Three-Fiber.
Glass Manufacturin Regression Analyzer - Prediciting Multiple outputs based on multiple inputs.
Machine Learning - Projects (Supervised Learning, Unsupervised, Deep Learning, NLP)
Implementation of "RealX Engine" which is a 3D game engine created by using OpenGL (graphics), PhysX (physics) and irrKlang (audio).
A Vulkan Engine for the GNU/Linux operating system.
Generic Algorithm implementation for function: -x1^2 + -x2^2 +2
Project for Hackathon 2022.
temperature sensor sending data to api
Creating Terrain Generator by using OpenGL API.
website made by using html css js and three.js
school project website of chain store, created in PHP,MySQL and bootstrap