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9th February 2024
The utility of OCR extends beyond its applications in various domains, from document digitization to text extraction in images. In this blog, we are exploring the performance and reliability of OCR using OpenCV and PyTesseract on a diverse set of images. The blog comprises two key phases: The results will shed light on the accuracy and challenges associated with OCR, providing insights into its potential applications and limitations. Experimental Setup Step 1: Library Installation Before commencing the experiment, we installed two crucial libraries: Here’s how we go about it: Step 2: OCR Text extraction from a Grayscale Image Our journey […]
6th November 2023
Hello Coders! As announced on the official Django site, the Django 5.0 Version is out. The changes provided in this version are listed below. Curious minds and cutting-edge developers can test the new features by using the latest Django 5.x release: ✅ Options for declaring field choices in Django Field.choices(for model fields) and ChoiceField.choices(for form fields) allow for more flexibility when declaring their values. In previous versions of Django, choices should either be a list of 2-tuples, or an Enumeration types subclass, but the latter required accessing the .choices attribute to provide the values in the expected form Django 5.0 adds support for accepting a mapping or a callable instead of an iterable, and also no longer […]
1st August 2023
PyTorch is an open source machine learning (ML) framework based on the Python programming language and the Torch library. Torch is an open source ML library used for creating deep neural networks and is written in the Lua scripting language. It’s one of the preferred platforms for deep learning research. The framework is built to speed up the process between research prototyping and deployment. The PyTorch framework supports over 200 different mathematical operations. PyTorch’s popularity continues to rise, as it simplifies the creation of artificial neural network models. PyTorch is mainly used by data scientists for research and artificial intelligence (AI) applications. PyTorch is released under […]
3rd June 2023
Introducing Mojo — the new programming language for AI developers. MOJO is to Python what Typescript is to Javascript. I know what you might be thinking — a new AI programming language to learn from scratch … Well, I have good news, Mojo is designed as a superset of Python, so if you already know Python learning Mojo shouldn’t be hard. But that’s not all. Mojo combines the usability of Python with the performance of C obtaining a speed that is up to 35000x faster than Python. If you’re into AI and already know Python, Mojo is definitely worth a […]
