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A Beginner’s Guide to Focal Loss in Object Detection!
In this article we explain Focal Loss which is an improved version of Cross-Entropy Loss, that tries to handle the class imbalance problem.
Guest Blog 09 Nov, 2020
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How to build a Face Mask Detector using RetinaNet Model!
Face Mask Detector is a prime requirement of this pandemic. Learn to create a Face Mask Detector using RetinaNet in python.
Guest Blog 25 Aug, 2020
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Top 4 Pre-Trained Models for Image Classification with Python Code
Implement pre-trained models for image classification (VGG-16, Inception, ResNet50, EfficientNet) with data augmentation and model training.
Purva Huilgol 04 Apr, 2025
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Image Augmentation on the fly using Keras ImageDataGenerator!
Learn Image Augmentation with Keras ImageDataGenerator. Expand your dataset size with this deep learning image augmentation technique. Optimized for Google.
Aniruddha Bhandari 19 Feb, 2024
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Selecting the Right Bounding Box Using Non-Max Suppression (with implementation)
Non-max suppression is used in various object detection algorithms like yolo, ssd. Understand how non-max suppression with implementation.
Aishwarya Singh 12 Nov, 2024
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How to Train an Image Classification Model in PyTorch and TensorFlow?
Build image classification models in Pytorch and TensorFlow. Learn CNN for image classification on MNIST dataset and analyze the performance of the model.
Pulkit Sharma 20 Jun, 2023
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Deploy an Image Classification Model Using Flask
Flask is a web application framework written in Python. Learn model deployment and build an image classification model in PyTorch, deploy it using Flask.
Lakshay arora 12 Jul, 2020
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A Classic Computer Vision Project – How to Add an Image Behind Objects in a Video
Working with videos is a challenging deep learning task. Learn how to add an image to a dynamic video using OpenCV and deep learning.
Prateek joshi 15 Jun, 2020
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Build your own Optical Character Recognition (OCR) System using Google’s Tesseract and OpenCV
Learn about optical character recognition and tesseract ocr text recognition. In this article learn how to build ocr system using tesseract and OpenCV.
Aniruddha Bhandari 28 Nov, 2020
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Hands-On Tutorial on Real-Time Lane Detection using OpenCV (Self-Driving Car Project!)
Want to build your own self-driving car? Get started with this tutorial on building your own lane detection system using OpenCV and Python.
Prateek joshi 17 Oct, 2024
