Posts by Amanpreet Singh
Author Biographical Info: Not available
Semantic and Instance Segmentation with PixelLib
In this tutorial, we will learn how to do semantic and instance image segmentation with help of the PixelLib library. Image Segmentation Some computer vision challenges need a more.... Read More
Sound classsification with YAMNet
In this tutorial, we will learn how to load and use the YAMNet model as an inference to classify cat and dogs sound. What is YAMNet? The MobileNetV1 depthwise-separable convolution.... Read More
Data preprocessing using tf.keras.utils.image_dataset_from_directory
In this tutorial, we will learn about image preprocessing using tf.keras.utils.image_dataset_from_directory of Keras Tensorflow API in Python. This tutorial explains the working of.... Read More
Text Generation with Transformers (GPT-2)
In this tutorial, we will learn how to generate text from the input sentence with the help of Open AI GPT2 using Gradio Interface. Introduction: Text Generation Text generation i.... Read More
Skin Cancer Detection using ResNet50
In this tutorial, we’ll use Resnet50 with Keras TensorFlow in the backend to try to identify seven distinct types of skin cancer, then examine the results to see how the mode.... Read More
Financial Sentiment Analysis using Bert in Python
In this tutorial, we will learn how BERT helps in classifying whether text related to the finance domain is positive or negative. What is Bert? BERT (Bidirectional Encoder Represen.... Read More
Sarcasm Detection with Glove Embeddings using TensorFlow
In this tutorial, we will learn about how to use glove embeddings in the LSTM model to find out whether particular news is sarcastic or not using the TensorFlow deep learning modul.... Read More
Loss functions in TensorFlow 2.0
In this tutorial, we will learn about several types of loss functions and their implementation in Python using TensorFlow. What is the loss function? The loss function is often ref.... Read More
A Brief about tensors in TensorFlow
In this tutorial, we will gain an understanding of what exactly is tensor in the TensorFlow Python deep learning module. Here you are going to learn, how can we create tensors, get.... Read More
Tomato Leaf Disease Classifier using TensorFlow 2.0
In this tutorial, we will learn how to classify images of tomato leaves that are infected or not by using transfer learning from a pre-trained network with the help of TensorFlow i.... Read More