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Posts about deep-learning

Title Date
Visualizing inputs that maximally activate feature maps of a convnet
Generating artistic images using Neural Style Transfer
Understanding Object Detection Part 4: More Anchors!
Understanding Object Detection Part 3: Single Shot Detector
Understanding Object Detection Part 2: Single Object Detection
Understanding Object Detection Part 1: The Basics
Evolution of Grad-CAM heat-maps along a ResNet-34
Generating class discriminative heat-maps using Grad-CAM
Understanding ResNets
Word Embeddings and RNNs
Summary Notes: GRU and LSTMs
Summary Notes: Basic Recurrent Neural Networks
Visualizing Convolutions
Visualizing Optimisation Algorithms
Summary Notes: Forward and Back Propagation