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18 All-Time Classic Open Source Computer Vision Projects for Beginners
We have coalesced a list of 18 open source Computer Vision projects based on its various applications of computer vision.
Shipra Saxena 08 Sep, 2020
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How to Treat Overfitting in Convolutional Neural Networks
Overfitting indicates that your model is too complex for the problem that it is solving. Learn different ways to Treat Overfitting in CNNs.
Guest Blog 08 Sep, 2020
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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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4 Impressive GAN Libraries Every Data Scientist Should Know!
Generative Adversarial Network is a deep learning method used for image data. Here's all you need to know about the various GAN libraries.
Shipra Saxena 23 May, 2023
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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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Playing with YOLO v1 on Google Colab
Understand, how you can quickly start detecting objects in images of your own, using the YOLO v1 architecture on the Google Colab platform, in no time.
Guest Blog 04 Aug, 2020
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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
