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External Tag: CNNs

Role of Fully Convolutional Networks in Semantic Segmentation

External Tags Advanced, architecture, categorization, Classification, CNN Architecture, CNNs, computer-vision, deep learning, Graphs & Networks, Guide, segmentation, semantic-segmentation

Train PyTorch Models Scikit-learn Style with Skorch

External Tags Advanced, blogathon, CNN, CNNs, deep learning, Guide, machine-learning, Models, pytorch, scikit, Training

Visualizing Model Insights: A Guide to Grad-CAM in Deep Learning

External Tags Advanced, blogathon, CNN, CNNs, computer-vision, deep learing, deep learning, generative-ai, Grad CAM, Image, Image Analysis, Layer, machine-learning, Models, predictions, Supervised

A Comprehensive Guide on Atrous Convolution in CNNs

External Tags architecture, atrous convolution, blogathon, Classification, CNNs, computer-vision, convolution, convolutional neural networks, Guide, image-classification, Intermediate, Object Detection, segmentation, semantic-segmentation

Exploring Pointwise Convolution in CNNs: Replacing Fully Connected Layers

External Tags architecture, blogathon, Classification, CNN, CNN Architecture, CNNs, convolution, deep learning, efficiency, Healthcare, Image, LeNet architecture, MobileNet, neural-networks

Introduction to Vision Transformers (ViT)

External Tags architecture, artificial-intelligence, Beginner, blogathon, CNNs, computer-vision, images, python, Vision Transformers