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October 17, 2023

Diving Deep into Replit Code V-1.5 3B: Elevate Your Code Completion Game

Replit Code V-1.5 3B is a formidable tool in the developer's arsenal, offering a fusion of expansive training and real-world utility. By bridging the gap between coding intuition and machine learning, it sets the stage for a new era of programming.

October 16, 2023

Introducing Replit Code V-1.5 3B: The Next Level of Code Completion

Replit Code V-1.5 3B is a groundbreaking code completion model by Replit, Inc. Trained on an expansive 1T tokens of code, it covers 30 languages, offering developers unmatched assistance and revolutionizing code completion.

October 16, 2023

Adding Headers and Footers to Your Document Using Python Docx

python-docx provides a straightforward approach to adding headers and footers to your Word documents and adding images and text to headers or footers.

October 16, 2023

From Timestamps to Natural Language: Using 'timeago' in Python Projects

timeago is a nifty Python library designed to transform datetime objects and timestamps into user-friendly relative times. Instead of showing precise timestamps, with 'timeago', you can present times as "2 hours ago" or "3 days ago," enhancing user experience.

October 06, 2023

Barcode and QR Code Scanner with OpenCV in Python

Discover how to build a Barcode and QR Code scanner using OpenCV in Python. This guide provides step-by-step instructions, complemented with illustrative code examples. Dive into the world of computer vision and make your applications smarter with real-world barcode and QR code scanning capabilities.

August 02, 2023

Stemming and Lemmatization with NLTK

Explore stemming and lemmatization techniques in NLP using NLTK with detailed examples and comparisons.

August 01, 2023

Create audio spectogram using Python

Explore how to create and visualize audio spectrograms in Python using numpy, matplotlib, and scipy.

July 31, 2023

Azure Blob Storage in Python

Upload, download files and perform different other interactions with Azure Blob storage in python.

July 31, 2023

Working with Google Cloud Storage in Python

Integrating and managing Google Cloud Storage (GCS) in Python projects, covering setup, authentication, and basic bucket operations.

June 12, 2023

Write on Images Using Pillow in Python

Use Pillow to write text on images and other configurations like text size, font and font size selection, alignment for text.

June 07, 2023

Exploring Different Methods for Reading Images Using Pillow in Python

Learn how to efficiently read and process images using Pillow in Python. Explore various methods and techniques for image manipulation with this powerful imaging library.

June 05, 2023

Read and Process images using Pillow in Python

Use Pillow to read image and perform different actions on images inlcuding resize, crop or convert to grayscale image.

April 10, 2023

Send files to API using requests in python

Use python requests to send file or multiple files with additional data and headers to APIs

April 09, 2023

Grouping and Aggregating Data with Pandas

Learn basics of grouping and aggregating data with Pandas, and examples of how to use these tools to analyze data.

April 07, 2023

Beginner's Guide to Coroutines and Tasks in Python's asyncio Module

Use coroutines and tasks to write non-blocking, asynchronous code that can run concurrently with other tasks.

April 06, 2023

Getting Started with Pandas A Beginner's Guide

Use pandas for getting started with data processing including data structures, data manipulation, transformation and data analysis.

April 05, 2023

Optical Character Recognition using PaddleOCR in Python

With PaddleOCR, performing OCR in Python has become easier than ever. Learn to easily detect and recognize text from images with PaddleOCR.

April 04, 2023

Read and Write JSON files in Python

Learn to load JSON files and read data using python and write data from python to JSON files.

April 03, 2023

Merge Audio and Video Files using Python

Use Python to merge audio and video files using the moviepy library.

March 31, 2023

Create interactive line charts using plotly in python

Plotly Line chart is commonly used in data visualization is a line chart, which can be used to display trends and changes in data over time or across different categories.

March 17, 2023

Create Interactive Bubble Charts using Plotly in Python

Create interactive bubble charts with custom filters and menu to filter selected data and custom configurations.

March 15, 2023

Read and send image as base64 string to API using Python

Learn how to read and send an image as a base64 string to an API using Python with this step-by-step guide.

March 14, 2023

Introduction to requests in python

Introduction to using the Requests library in Python for making HTTP requests with examples

February 25, 2023

Managing Concurrent Tasks with Threadpool Executor in Python

Use the Threadpool Executor to execute multiple tasks concurrently and improve application performance.

February 20, 2023

Create Heatmap and Confusion matrix using Plotly in python

Create a heatmap and confusion matrix, including how to format the data, customize the color scheme, and add annotations. Get step-by-step instructions to help readers create their own visualizations in Python using Plotly.

February 19, 2023

Read and Process DICOM files using Python

Explore how to use Python and the pydicom library to read and process DICOM files, which are a standard format for medical images and related data. The post provides an overview of DICOM files and step-by-step instructions for using Python to extract and manipulate data from DICOM files.

November 29, 2022

Getting Started with Flask

Create a basic flask micro server using python and perform different operations like request data fetching and different responses including string, json and xml responses.

November 27, 2022

Flask Render HTML Templates

Render data in flask web application using Jinja2 and perform different operations to render different kind of data from python in HTML templates.

November 22, 2022

Read and process audio files using Pydub in Python

Read audio files and get audio metadata and also perform different audio operations like cropping, playback speed and other operations easily in python.

November 22, 2022

Create Interactive Pie Charts using Plotly

Create Interactive Pie and Donut charts using Plotly with plotly express and plotly figure. Also add different data and chart viewing options.

November 17, 2022

Speech Recognition using OpenAI Whisper model

Automatic Speech Recognition using OpenAI's whisper model in python and create transcription from audio files locally and from websites like YouTube using python

November 16, 2022

Extract Audio from video file using Python

Use Moviepy to split audio from a video files, perform different operation and export to a audio file.

October 06, 2022

Image Segmentation using pretrained Segformer models

Semantic Segmentation using pretrained transformer segformer models usign Pytorch in python and using models with different parameters and input shapes.

July 22, 2022

Working with images in Python Docx

Add images to python docx and create multiple views using python-docx features to create Grid, table images and image alignment.

April 22, 2022

Draw on Images using Mouse in OpenCV Python

Use Opencv mouse events to draw different shapes like circle, rectangle, polylines and polygon on images using mouse and keyboard.

April 19, 2022

Excel to Docx Table using Python Docx

Read csv and xlsx files using pandas and create tables in word documents using python docx with different styles and document configurations.

April 16, 2022

Working with tables in Python-Docx

Create tables in docx using python docx and use different features like cell styling, nested tables and other paragraph features for tables and also add images to table objects.

April 04, 2022

Optical Character Recognition using EasyOCR in Python

Perform Optical character recognition for 80+ languages using easy ocr easily in python and using different libraries.

March 30, 2022

Working with Lists in Python Docx

Create Bullet and Numbered lists in documents using python docx and implement nested lists and styles options easily to lists in documents.

March 29, 2022

Create and Modify Word Docx files using Python Docx

Work with python docx to crate word documents using python with different styles and options and implement headings, paragraphs and other document operations.

February 16, 2022

Deploy Deep Learning Models using Flask, Docker and Github on Google Cloud

Create deep learning models application using flask as web service and deploy to google cloud run using docker and continuous deployment using Github.

February 01, 2022

Hand Landmarks detection using Mediapipe in Python

Hand Landmark detection using mediapipe to get 21 landmarks for each hand, hand handedness and bbox coordinates with lower latency and high accuracy and process on images and videos.

September 29, 2021

Train Object Detection Models using YoloV5

Use Yolov5 architecture to train model with pytorch backend for different dataset and convert dataset from one format to other for training of yolov5 object detection models.

September 18, 2021

Optical Character Recognition (OCR) using Tesseract in python

Tesseract is a open-source OCR engine owened by Google for performing OCR operations on different kind of images. Use pytesseract to process different type of images and localize text location with confidence.

September 07, 2021

Introduction to CallBacks in Tensorflow 2

Tensorflow callbacks are very important to customize behaviour of Keras Tensorflow models in training or evaluation. We can either use predefined callbacks from tensorflow or can write our own callbacks to do some process.

June 19, 2021

Text Data Augmentation using NLPAug

We have different triditional and Machine Learning based methods for increasing our training data by changing data shape, adding noise or creating nearly similar data using current dataset. NLPAug is an open source python package for data augmentation using different methods and pretrained Deep Learning models.

May 14, 2021

Train and Deploy Machine Learning models using Azure ML

AzureML is a machine learning cloud-based service from Azure cloud used for development, training and deployment of Machine Learning models and solutions

May 09, 2021

Emotion Classification from text using Tensorflow 2

Emotion Classification is a Natural Language Processing task in Machine Learning where we can process text data and classify into different classes and can detect sentiment of given text.

May 02, 2021

Face detection and matching with Azure Cognitive Services

Use Azure Cognitive face service to detect faces in images and also match faces to recognize person in images. We can also use it to group faces and face recognition.

May 02, 2021

Connect custom domain to Google Compute Engine

Connect a custom domain from any domain provider to Google cloud compute engine

March 17, 2021

Train Image Classification model using Azure Cognitive Services

Train a Deep learning image classification model with no or very less code and serve using an endpoint using azure cognitive services.

January 24, 2021

Train Image Classification model using tensorflow

Image classification is a very basic example in computer vision yet used widely for a lot of tasks. In image classification, we can input and image to deep learning model and get related label for class which image belongs to. We can use image classification for classifying an object from different classes, checking quality of a manufactured objects(good or not),

January 18, 2021

Tensorflow classification models optimization using TensorRT

Optimize tensorflow deep learning models using TensorRT by nvidia to speed up inference of models with good accuracy.

January 10, 2021

Deploy keras image classification model using flask and Docker on Azure

For any model, we train for a specific purpose, we need to deploy it on some cloud or local device to use it for new data, so here we will learn about cloud deployment as API

January 10, 2021

Face detection using Face_recognition library

Face Detection and Recognition is a very used part in Deep Learning. We use face detection and recognition for different tasks like login on applications, person recognition and different attendence systems.