#cnn #visualization #object_recognition
http://scs.ryerson.ca/~aharley/vis/conv/flat.html

#cnn #introduction #architecture #ml #dl #nn
https://cs.nju.edu.cn/wujx/teaching/15_CNN.pdf

#cnn #max_pooling #Architectures #object_recognition
http://ais.uni-bonn.de/papers/icann2010_maxpool.pdf

#cnn #dl #deep_learning #mit #team #code_generation #ml #tensorflow #paper
https://towardsdatascience.com/paper-summary-optimal-dnn-primitive-selection-with-partitioned-boolean-quadratic-programming-84d8ca4cdbfc

#ml #dl #machine_learning #deep_learning #cnn #transposed_convolution
https://distill.pub/2016/deconv-checkerboard/

#paper #lstm #cnn #rnn #ml #dl #openAI #machine_learning #deep_learning
https://www.youtube.com/watch?v=9b2dxc1QalM

#ml #dl #machine_learning #deep_learning #cnn #transposed_convolution
https://distill.pub/2016/deconv-checkerboard/

#cnn #keras #dl #ml
https://towardsdatascience.com/understanding-1d-and-3d-convolution-neural-network-keras-9d8f76e29610

#2k17 #paper #cnn #3dcnn #2dcnn #imagenet #vision_problem #vision #ml #dl #history #video #kinetics_dataset
https://arxiv.org/abs/1711.09577

#paper #2k17 #densenet #segmentation #dl #ml #cnn #benchmarks #CamVid #vision_problem #vision
https://arxiv.org/abs/1611.09326

#CapsNets #dl #ml #vs #cnn #mnist
https://www.youtube.com/watch?v=pPN8d0E3900

#computing_receptive_fields #cnn #alexNet #vgg #resnet
https://distill.pub/2019/computing-receptive-fields/

An illustration of the proposed SimCLR framework. The CNN and MLP layers are trained simultaneously to yield projections that are similar for augmented versions of the same image, while being dissimilar for different images, even if those images are of the same class of object. The trained model not only does well at identifying different transformations of the same image, but also learns representations of similar concepts (e.g., chairs vs. dogs), which later can be associated with labels through fine-tuning.
#ML #DL #CNN #pytorch #framework

#jpeg #vs #png #vs #gif #dl #training #performance #cnn
https://stats.stackexchange.com/questions/285931/does-the-image-format-png-jpg-gif-affect-how-an-image-recognition-neural-net

#jpeg #vs #png #vs #gif #dl #training #performance #cnn
https://stats.stackexchange.com/questions/285931/does-the-image-format-png-jpg-gif-affect-how-an-image-recognition-neural-net