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Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
FPGA Accelerator for CNN using Vivado HLS
Artificial Intelligence Learning Notes.
Tutorials of deep learning for computer vision.
pytorch and cifar10
The simplest implementation of LeNet5 with mnist in PyTorch. Accuracy: ~99%
Learning Deep Features for Discriminative Localization (2016)
a collection of my notes on deep learning
Baseline classifiers on the polluted MNIST dataset, SJTU CS420 course project
Handwritten Digit Recognition Using Convolutional Neural Network by Python
A tiny implementation of LeNet (without deep learning framework)
FPGA and GPU acceleration of LeNet5
Implementation of LeNet5 without any auto-differentiate tools or deep learning frameworks. Accuracy of 98.6% is achieved on MNIST dataset.
Classify traffic signs by three classic ConvNets architecture using GTSRB dataset.
This code includes classification and detection tasks in Computer Vision, and semantic segmentation task will be added later.
Training LeNet, VGG, ResNet, DenseNet on CIFAR10 with PyTorch.
Implement lenet and vgg19 by tensorflow with dataset mnist using tfrecord
本仓库包含了完整的深度学习应用开发流程,以经典的手写字符识别为例,基于LeNet网络构建。推理部分使用torch、onnxruntime以及openvino框架💖
Build a CNN (LeNet) model for smile detection
Training model architectures like VGG16, GoogLeNet, DenseNet etc on CIFAR-10 dataset
Project of photoelectric information processing experiment in ZJU, ISEE
A four legged robot imbued with the power of Python and Machine Learning
Dive to Deep Learning with Pytorch C++ API
Naruto Characters :smirk_cat: Ocular Power :eyeglasses: Classification :heart: using deep learning :dizzy: machine learning
Tensorflow implementation for generating adversarial examples using convex programming
This framework was part of the Diploma thesis titled "Architectures and Implementations of the Neural Network LeNet-5 in FPGAs". The main goal of this thesis was to create a LeNet-5 implementation in an FPGA development board, but also form a reusable framework/workflow which can be modified to model and develop other Neural Networks as well.
An open source Verilog Based LeNet-1 Parallel CNNs Accelerator for FPGAs in Vivado 2017
Visual System Integrator - Accelerate your embedded development
An Implementation of 3D LeNet Model with PyTorch
A traffic sign classifier using LeNet for Self driving cars
Deep Learning -Facial expression recognition -caffe -fer2013