Data science is a multidisciplinary field that combines math, statistics, computer science, machine learning, and domain expertise to extract insights from data. While data science algorithms often put the spotlight, a solid foundation in statistical methods can be just as pivotal. The code in script is build on Python especially Python4Delphi as P4D. 1. Bayesian Inference BayesianContinue reading “7 Data Science Statistical Methods”
Category Archives: Machine Learning
Google Gemini API
What is the Gemini API? The Gemini API is a set of tools and interfaces that allow developers to integrate Google’s Gemini family of large language models (LLMs) into their applications and services. It’s essentially your access point to leverage the power of these powerful AI models. Here’s a breakdown of what that means: KeyContinue reading “Google Gemini API”
4 Machine Learning Object Detection Solutions
Object Detection APIs and Libraries provides a fast and accurate image object recognition using advanced neural networks developed by machine learning experts and models. It also supports object detection, video detection and object tracking using RetinaNet, YOLOv3 and TinyYOLOv3 pre-trained on datasets. Solution Script:https://github.com/maxkleiner/HttpComponent/blob/main/1316_detector25_integrate4solutions.txt We deliver 4 showcases with the same image to compare andContinue reading “4 Machine Learning Object Detection Solutions”
Object Detection API
We call it AIM and this stands for Artificial Intelligence Machine. The Object Detection API provides fast and accurate image object recognition using advanced neural networks developed by machine learning experts. https://api-ninjas.com/api/objectdetection https://github.com/maxkleiner/HttpComponent After you got you API-Key (API Key associated with your account) we need a httpcomponent of classes which are enable to postContinue reading “Object Detection API”
OCR with Neural Net
This API recognizes and reads a text embedded in pictures or photos. Image to Text API uses a neural net (LSTM) based OCR engine which is focused on line recognition, but also supports recognizing the character patterns. It supports both handwriting and printed materials as well as street maps. APILayer is an API marketplace whereContinue reading “OCR with Neural Net”
How to chat with GPT
GPT stands for Generative Pre-trained Transformer. It is a deep learning model based on the Transformer architecture that has been pre-trained on a large corpus of text data. GPT is used for natural language processing tasks such as language modeling, text generation, and question answering. ChatGPT is an AI-based chatbot developed by OpenAI that canContinue reading “How to chat with GPT”
TensorFlow EKON 25
EKON 25 is the most traditional Delphi conference and offers a deep dive for the modern developer and architect aiming to transform technologies into valuable business solutions. We always focus on the big picture: Delphi innovations, Cross platforms, IoT, Data Bases, Frameworks, Tools, Delphi fundamentals, Web, maXbox and Cloud technologies, as well as professional insights.Continue reading “TensorFlow EKON 25”
Image Classification with Lazarus
Another fascinating option is to run the entire system as runtime virtualization with the help of a Jupyter notebook running on Ubuntu in the cloud on Google Colab or Colab.research container. Readable pdf version at: https://www.academia.edu/53798878/maXbox_Starter87_Image_Classification_Lazarus Lazarus is also being built in Colab and the deep learning network is compiled and trained too in aContinue reading “Image Classification with Lazarus”
Python4Delphi II
////////////////////////////////////////////////////////////////////////////// Python4Delphi II ______________________________________________________________________________ maXbox Starter86_2 – Code with Python4Delphi Doc as pdf: http://www.softwareschule.ch/download/maxbox_starter86_2.pdf maXbox Starter86_3 – Code with Python4Delphi Doc as pdf: http://www.softwareschule.ch/download/maxbox_starter86_3.pdf Be yourself; Everyone else is already taken. — Oscar Wilde. In the last Article we have seen that P4D is a set of free components that wrap up the Python DLLContinue reading “Python4Delphi II”
JSON Code
////////////////////////////////////////////////////// JSON ______________________________________________________ maXbox Starter 82 -JSON in Code – Max Kleiner “There is always space for improvement” — Oscar De La Hoya JSON (JavaScript Object Notation) is a lightweight data-interchange format. It is easy for humans to read and write. It is easy for machines to parse and generate. A JSON Parser is thenContinue reading “JSON Code”
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