pytorch and cifar10

Tutorials of deep learning for computer vision.

Artificial Intelligence Learning Notes.

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

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

Learning Deep Features for Discriminative Localization (2016)

Handwritten Digit Recognition Using Convolutional Neural Network by Python

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

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

Build a CNN (LeNet) model for smile detection

A tiny implementation of LeNet (without deep learning framework)

A four legged robot imbued with the power of Python and Machine Learning

Breaking Captchas using LeNet model

Deep Learning -Facial expression recognition -caffe -fer2013

Tensorflow implementation for generating adversarial examples using convex programming

Visual System Integrator - Accelerate your embedded development

Training model architectures like VGG16, GoogLeNet, DenseNet etc on CIFAR-10 dataset

Deep learning algorithms and applications from famous papers; simple theory; solid code.

LeNet example

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