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133 public repositories
matching this topic...
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
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Dec 28, 2021
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Jupyter Notebook
Artificial Intelligence Learning Notes.
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Jun 21, 2022
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Python
Simple program to learn CNN (LeNet-5) in pure C
FPGA Accelerator for CNN using Vivado HLS
Tutorials of deep learning for computer vision.
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Oct 31, 2020
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Python
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Apr 7, 2021
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Learning Deep Features for Discriminative Localization (2016)
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Mar 30, 2020
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A hardware implementation of CNN, written by Verilog and synthesized on FPGA
a collection of my notes on deep learning
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Aug 11, 2017
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Jupyter Notebook
An Eyeriss Chip (researched by MIT, a CNN accelerator) simulator and New DNN framework "Hive"
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Dec 22, 2020
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The simplest implementation of LeNet5 with mnist in PyTorch. Accuracy: ~99%
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May 2, 2022
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AutoDiff DAG constructor, built on numpy and Cython. A Neural Turing Machine and DeepQ agent run on it. Clean code for educational purpose.
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Feb 27, 2020
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Baseline classifiers on the polluted MNIST dataset, SJTU CS420 course project
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Dec 26, 2018
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Handwritten Digit Recognition Using Convolutional Neural Network by Python
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Feb 21, 2022
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A tiny implementation of LeNet (without deep learning framework)
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Feb 12, 2020
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Implementation of LeNet5 without any auto-differentiate tools or deep learning frameworks. Accuracy of 98.6% is achieved on MNIST dataset.
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Oct 13, 2022
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Jupyter Notebook
Classify traffic signs by three classic ConvNets architecture using GTSRB dataset.
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May 6, 2018
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Jupyter Notebook
FPGA and GPU acceleration of LeNet5
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Jul 9, 2019
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Objective-C
Implement lenet and vgg19 by tensorflow with dataset mnist using tfrecord
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Feb 4, 2018
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Training model architectures like VGG16, GoogLeNet, DenseNet etc on CIFAR-10 dataset
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Aug 26, 2019
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Python
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