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6 search results found

ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks

Code for our CVPR 2019 paper: Selective Kernel Networks; See zhihu：https://zhuanlan.zhihu.com/p/59690223

A2s2k Resnet ⭐ 132

A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification

Defect Detection Classifier ⭐ 70

Visual Defect Detection on Boiler Water Wall Tube Using Small Dataset

Elm Pytorch ⭐ 37

Extreme Learning Machine implemented in Pytorch

Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression

Convolution Flavors ⭐ 31

Implementation of convolution layer in different flavors

Pytorch_fftnet ⭐ 29

A pytorch implementation of FFTNet.

A Numpy implementation of a Convolutional Neural Network: slow & fast (im2col/col2im).

Kervolution ⭐ 19

Kervolution implementation using TF2.0

A Unified Framework for Training, Mapping and Simulation of ReRAM-Based Convolutional Neural Network Acceleration

Steganalysiscnn ⭐ 16

An Improved CNN Steganalysis Architecture Based on “Catalyst Kernels” and Transfer Learning

Facerec_cnn ⭐ 16

A Face recognition app based on a CNN using Tensorflow

Carnd Semantic Segmentation P2 ⭐ 13

Udacity Self-Driving Car Nanodegree - Semantic Segmentation Project

Kervolution Under Adversarial Attack Pytorch ⭐ 9

implement Kervolutional Neural Networks (CVPR, 2019) and compare with CNN under the white box attack

Optical Comm Ml ⭐ 9

Machine learning for optical communication over a dispersive fiber

Cnn Based Hyperspectral Image Classification ⭐ 8

A TensorFlow implentation of fixed size kernel CNN

Rot Inv Conv ⭐ 7

Towards a rotationally invariant convolutional layer

Simplefilter ⭐ 6

Python module for image convolution and ML classification.

Ocr For Devanagari With Cnn ⭐ 6

This project is based on Keras CNN

Sk Regularization ⭐ 6

Code for "Learning a smooth kernel regularizer for convolutional neural networks" (Feinman & Lake, 2019)

Vgg_finetune ⭐ 5

Cnn Resource Model ⭐ 5

Models to estimate the hardware cost of FPGA based implementations of CNNs

An Example Of Cnn On Mnist Dataset ⭐ 5

An Example of CNN on MNIST dataset

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