We all remember that during our school days, teachers used to assign homework tasks, and the next day they would ask questions on those topics. BERT is built to do the exact same type of question answering job for us. We can feed a passage of text to BERT, and it can help provide answers …
DragGAN or Drag your GAN is a newly released open-source AI tool that allows user to manipulate or edit images by dragging certain point on the input image. We have seen lots of Text to image ai tool, but DragGAN is totally different. This is one of the first ai tool to do image editing. …
I can still remember how my father used to sit with paper and pen to calculate age from birthdate using some math trick. That manual approach is good but what if you need to calculate age for 1000 people? Using Excel we can calculate this amount of age from date of birth in seconds. Methods …
If you are working on a project where you need to find similarity between two document, TF IDF can be a good choice for you. In this tutorial, I will show you how to use TF-IDF for document similarity matching in Python. About TF-IDF TF-IDF (Term Frequency-Inverse Document Frequency) is a statistical method to find …
Document Similarity Matching using TF-IDF & Python Read More »
While downloading TF Hub (Tensorflow Hub) pre-trained model, it saves all files to your cache directory inside C:\ drive. But in practice the model should be inside your working directory. In this tutorial, I will show you how you can download and save TF Hub model to a custom path (folder) and load it whenever …
How to Save/Load TF Hub model in custom folder path Read More »
There are various methods to display PDF files on a website. In this blog post, we will explore different techniques to embed a PDF in HTML pages, with their pros and cons. In this tutorial, I will use ssa-89 form as my sample pdf file. You just need to download that form and place it …
Have you ever seen the movies Memento or Ghajni? Our basic RNNs are like the heroes in those movies who suffer from short-term memory problems. LSTM is a special version of RNN (Recurrent Neural Network) model that solves this short-term memory issue. In this tutorial, we will understand Long Short Term Memory (LSTM) from scratch …
Understand LSTM Neural Network Model from Scratch Read More »
In my last post, I guided you how to train YOLOv3. In this post, we will explore how to train YOLOv8 on custom dataset in Windows GPU. We will cover all required steps like preparing the dataset, configuring and training the model, evaluating performance of the model. Finally use custom trained model to inference on …
In my last post, I guided you how to detect object using YOLOv3. In this post, we will see how we can perform object detection using latest YOLOv8 model. Background You Only Look Once (YOLO) is the most prominent deep learning model architecture that has gained immense popularity in the field of computer vision. It …
Python is one of the most popular languages on the planet. Lots of people start learning Python as it is easy to learn and user-friendly. Maybe this is the reason you also learned Python. But after learning basics of Python, you are not sure what to do. In this post, I will guide you to …
