SkalskiP/ILearnMachineLearning.py

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SkalskiP/ILearnMachineLearning.py

SkalskiP

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This repository contains all my small projects related with Data Science and Machine Learning.

make-sense

Free to use online tool for labelling photos. https://makesense.ai

courses

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

ILearnDeepLearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

Jupyter Notebook

sport

Examples of Computer Vision usage in sports ⚽🏃

Jupyter Notebook

ILearnMachineLearning.js

Thanks to this project I could combine my knowledge from two areas: machine learning and web development. The whole application is written in React using TypeScript and Redux, but the engine that drives it is TensorFlow.js - a modern library for training and deploying machine learning models.

sketchy-vision

Each week I create sketches covering key Computer Vision concepts. If you want to learn more about CV stick around!

onemetric

One Metrics Library to Rule Them All!

fashion-assistant

Our idea is to combine the power of computer vision model and LLMs. We use YOLO, CLIP and DINOv2 to extract high-level features from images. We pass the prompt, along with the extracted features, to LLM, allowing for advanced image dataset queries.

Jupyter Notebook

yolov5js

Effortless YOLOv5 javascript deployment

ai-demos

Jupyter Notebook

yolov8-live

A short script showing how to build simple real-time video analytics apps using YOLOv8 and Supervision. Try it out, and most importantly have fun! 🤪

yolov8-native-tracking

SkalskiP

fast-as-hell

Jupyter Notebook

Data_Analysis_with_Pandas

Repository contains tasks and exercises that were made during Udemy Pandas course. I decided to do this course to broaden my knowledge of Pandas library, which is one of the most important tools that I use during Data Science and Machine Learning projects.

Jupyter Notebook

MIT_Introduction_to_Computational_Thinking_and_Data_Science

My first repository related to Data Science and Machine Learning. The repository contains the issues discussed during MIT Open Course: 6.0002 - Introduction to Computational Thinking and Data Science.

BOiTZO

Jupyter Notebook

SNAKE_GAME

First game written in Python using PyGame library. Simple Snake game with some points counter, obsticles, power-ups and hero transformation.

InvasionSimulator

Invasion Simulator is an educational application created to test and visualize different methods of position determination, based on RSSI. In our application we simulate case when three antennas located in different places, emirate signal picked by the robot. The robot does not know the position of the antennas or its own. Based on the distribution of signals on the board, the robot must decide whether it is located inside the triangle formed by the antenna. The application allows you to visualize the distribution of signal strength in the form of a heat map as well as separate visualization of individual methods.

TensorFlow_for_Deep_Learning

Jupyter Notebook

Operating_Systems

yolo-chess-workshop

COVID-19

Jupyter Notebook

make-sense-inference

Template https://makesense.ai inference server. Use your pre-trained model to automate annotation process.

awesome-code-interpreter-prompts

yolov5js-zoo

Repository of pre-trained YOLOv5 models in tensorflow.js format

SOA

Stanford_Introduction_to_Convolutional_Neural_Networks

Jupyter Notebook

gradio_image_annotator

A component that allows you to annotate an image with points and boxes.

pySpark_Tutorial

Repository contains tasks and exercises made during Udemy pySpark course that I completed in 2017.

Jupyter Notebook

XOXO

Programming_of_microcontrollers_and_microprocessors

The content of the repository was created as part of the course Programming of microcontrollers and microprocessors at AGH University of Science and Technology.

top-cvpr-2024-papers

This repository is a curated collection of the most exciting and influential CVPR 2024 papers. 🔥 [Paper + Code]

vision-language

yolo-chess-dataset

Dataset containing chess board photos along with YOLO labels

JAVA_AGH

Repository contains tasks and projects related to the subject "Object-oriented programming" at AGH.

Programming_Paradigms

The content of the repository was created as part of the course Programming paradigms at AGH University of Science and Technology.

coconutils

ILearnComputerVision.py

Jupyter Notebook

Deep_Learning_A-Z

Every_Day_Im_HASKELLing

top-cvpr-2023-papers

Google_Hash_Code

The repository contains a script as well as input and output files that were created during Google Hash Code 2018. The script included allowed to gather 41 722 323 points.

Jupyter Notebook