Make Your Own Neural Network: Calculating the Output Size of Convolutions and Transpose Convolutions
By A Mystery Man Writer
Description
![Make Your Own Neural Network: Calculating the Output Size of Convolutions and Transpose Convolutions](https://i.stack.imgur.com/MkFSC.png)
deep learning - In a convolutional neural network (CNN), when convolving the image, is the operation used the dot product or the sum of element-wise multiplication? - Cross Validated
![Make Your Own Neural Network: Calculating the Output Size of Convolutions and Transpose Convolutions](https://i.stack.imgur.com/R8oUL.jpg)
python - Conv2D transpose output shape using formula - Stack Overflow
![Make Your Own Neural Network: Calculating the Output Size of Convolutions and Transpose Convolutions](https://pyimagesearch.com/wp-content/uploads/2021/05/Convolutional-Neural-Networks-CNNs-and-Layer-Types.png)
Convolutional Neural Networks (CNNs) and Layer Types - PyImageSearch
![Make Your Own Neural Network: Calculating the Output Size of Convolutions and Transpose Convolutions](https://coolgpu.github.io/coolgpu_blog/assets/images/Conv2d_0p_1s_3inCh.gif)
Understanding Artificial Neural Networks with Hands-on Experience - Part 2. Convolution, Its Gradients and Custom Implementations
![Make Your Own Neural Network: Calculating the Output Size of Convolutions and Transpose Convolutions](https://miro.medium.com/v2/da:true/resize:fit:1000/1*L_hJRnywTpeTFJAaVZTRfQ.gif)
What is Transposed Convolutional Layer?, by Aqeel Anwar
14.10. Transposed Convolution — Dive into Deep Learning 1.0.3 documentation
Convolutional Layers User's Guide - NVIDIA Docs
![Make Your Own Neural Network: Calculating the Output Size of Convolutions and Transpose Convolutions](https://media.geeksforgeeks.org/wp-content/uploads/20230110161402/Transposed-Convolutional-1.png)
Apply a 2D Transposed Convolution Operation in PyTorch - GeeksforGeeks
![Make Your Own Neural Network: Calculating the Output Size of Convolutions and Transpose Convolutions](https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEggC63mVjjnZ4W_mYd-Yap7NMkvw45gx_YWdj-xD4SenaT70PqOA7P2v0A9jKF_NZ2bl6bDmHjJ1Swx4gw7QSAmGIXFtrLANVRbqaWP-DDaVuLP5QWtAvGLjGQLcY-WL6m0Wk4u04DKPUkB/s1600/appendix_C_conv_formula.png)
Make Your Own Neural Network: Calculating the Output Size of Convolutions and Transpose Convolutions
![Make Your Own Neural Network: Calculating the Output Size of Convolutions and Transpose Convolutions](https://miro.medium.com/v2/resize:fit:1400/1*OON2hT2N7DrBtbWZxgmoew.png)
Transposed Conv as Matrix Multiplication explained
![Make Your Own Neural Network: Calculating the Output Size of Convolutions and Transpose Convolutions](https://miro.medium.com/v2/resize:fit:1400/1*s_b7KO7cr-79V39p48zw8g.png)
Understand Transposed Convolutions, by Kuan Wei
7.3. Padding and Stride — Dive into Deep Learning 1.0.3 documentation
![Make Your Own Neural Network: Calculating the Output Size of Convolutions and Transpose Convolutions](https://www.researchgate.net/publication/331541434/figure/fig6/AS:733268576063488@1551836260118/Comparison-between-normal-convolution-and-transposed-convolution-Both-operations-use-a.png)
Comparison between normal convolution and transposed convolution. Both
from
per adult (price varies by group size)