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bentrevett /pytorch-image-classification

Star1k

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

tutorial cnn pytorch vgg lenet image-classification resnet alexnet convolutional-networks convolutional-neural-networks convolutional-neural-network pytorch-tutorial pytorch-tutorials pytorch-cnn pytorch-implmention torchvision pytorch-implementation

UpdatedDec 28, 2021
Jupyter Notebook

changwoolee /lenet5_hls

Star312

FPGA Accelerator for CNN using Vivado HLS

hls accelerator cnn lenet vivado sdx high-level-synthesis sdsoc

UpdatedOct 25, 2021
C++

Jackpopc /aiLearnNotes

Star273

Artificial Intelligence Learning Notes.

machine-learning reinforcement-learning computer-vision deep-learning tensorflow image-processing cnn dropout vgg lenet alexnet harris sift image-segmentation image-augmentation hog image-denoising dpm image-enhancement activation-function

UpdatedMar 25, 2023
Python

tostq /DeepLearningC

Star268

Simple program to learn CNN (LeNet-5) in pure C

c cnn lenet

UpdatedApr 27, 2017
C++

lulinchen /cnn_open

Star225

A hardware implementation of CNN, written by Verilog and synthesized on FPGA

fpga cnn rtl verilog lenet

UpdatedDec 29, 2018
Coq

soapisnotfat /pytorch-cifar10

Star215

pytorch and cifar10

pytorch lenet densenet resnet alexnet vggnet googlenet cifar-10

UpdatedApr 7, 2021
Python

MorvanZhou /Tensorflow-Computer-Vision-Tutorial

Star212

Tutorials of deep learning for computer vision.

computer-vision cnn lenet deepdream resnet googlenet

UpdatedOct 31, 2020
Python

ChawDoe /LeNet5-MNIST-PyTorch

Star208

The simplest implementation of LeNet5 with mnist in PyTorch. Accuracy: ~99%

cnn python3 pytorch mnist lenet

UpdatedJun 17, 2024
Python

jneless /EyerissF

Star189

An Eyeriss Chip (researched by MIT, a CNN accelerator) simulator and New DNN framework "Hive"

hive dnn lenet eyeriss

UpdatedDec 22, 2020
Python

philipperemy /tensorflow-class-activation-mapping

Sponsor

Star150

Learning Deep Features for Discriminative Localization (2016)

machine-learning deep-learning tensorflow cnn discriminative-image-regions lenet

UpdatedNov 15, 2022
Python

geyang /deep_learning_notes

Star124

a collection of my notes on deep learning

deep-learning tensorflow lenet convolutional-neural-networks perceptron deep-learning-tutorial

UpdatedAug 11, 2017
Jupyter Notebook

thtrieu /essence

Star77

AutoDiff DAG constructor, built on numpy and Cython. A Neural Turing Machine and DeepQ agent run on it. Clean code for educational purpose.

machine-learning reinforcement-learning deep-learning recurrent-neural-networks lstm dropout mnist neural-turing-machines question-answering cartpole lstm-model lenet convolutional-networks convolutional-neural-networks deep-q-network computational-graphs auto-differentiation

UpdatedFeb 27, 2020
Python

cxy1997 /MNIST-baselines

Star69

Baseline classifiers on the polluted MNIST dataset, SJTU CS420 course project

pytorch vgg mnist-classification lenet densenet resnet googlenet resnext mobilenet shufflenet dual-path-networks senet baselines capsnet mobilenetv2 pnasnet preact-resnet

UpdatedDec 26, 2018
Python

chih-chun-chang /convolutional-neural-network-from-scratch-python

Star43

Handwritten Digit Recognition Using Convolutional Neural Network by Python

python computer-vision deep-learning lenet convolutional-neural-networks from-scratch handwritten-digit-recognition

UpdatedFeb 21, 2022
Python

sherylll /lenet5-accelerator

Star35

FPGA and GPU acceleration of LeNet5

hls cuda cnn lenet computer-architecture

UpdatedJul 9, 2019
Objective-C

Site1997 /LeNet-python

Star32

A tiny implementation of LeNet (without deep learning framework)

python deep-learning numpy cnn classification lenet implementation without-framework

UpdatedFeb 12, 2020
Python

mattwang44 /LeNet-from-Scratch

Star29

Implementation of LeNet5 without any auto-differentiate tools or deep learning frameworks. Accuracy of 98.6% is achieved on MNIST dataset.

deep-learning python3 mnist lenet

UpdatedOct 13, 2022
Jupyter Notebook

XiaoyiHan6 /Simple-CV-Pytorch-master

Star25

This code includes classification and detection tasks in Computer Vision, and semantic segmentation task will be added later.

computer-vision pytorch classification lenet resnet object-detection vgg16 googlenet cnn-model resnext mobilenet shufflenet ssd-pytorch darknet19-pytorch retinanet-pytorch darknet53-pytorch darknettiny-pytorch

UpdatedMay 7, 2024
Python

liferlisiqi /Traffic-Sign-Classifier

Star24

Classify traffic signs by three classic ConvNets architecture using GTSRB dataset.

tensorflow lenet alexnet gtsrb traffic-sign-classifier

UpdatedMay 6, 2018
Jupyter Notebook

Bingmang /pytorch-cifar10-notebook

Star22

Training LeNet, VGG, ResNet, DenseNet on CIFAR10 with PyTorch.

demo tutorial pytorch vgg lenet densenet resnet cifar10

UpdatedMar 11, 2019
Jupyter Notebook

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