6273 Open source projects that are alternatives of or similar to Cs231n

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Equivariant Transformer (ET) layers are image-to-image mappings that incorporate prior knowledge on invariances with respect to continuous transformations groups (ICML 2019). Paper: https://arxiv.org/abs/1901.11399

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A collection of computer vision projects for Acute Lymphoblastic Leukemia classification/early detection.

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Keras implementation of the multi-channel cascaded architecture introduced in the paper "Brain Tumor Segmentation with Deep Neural Networks"

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Model Compression Based on Geoffery Hinton's Logit Regression Method in Keras applied to MNIST 16x compression over 0.95 percent accuracy.An Implementation of "Distilling the Knowledge in a Neural Network - Geoffery Hinton et. al"

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a collection of my notes on deep learning

This classifier use Convolution Neural Network approch for kaggle problem to classify Cat vs Dog images.

A machine learning experiment

Keras implementation of paper 'Deep Visual Attention Prediction' which predicts human eye fixation on view-free scenes.

Udacity Self-Driving Car Engineer Nanodegree. Project: Build a Traffic Sign Recognition Classifier

Repo for Tang et al, bioRxiv 454793 (2018)

Binary Convolution Network for faster real-time processing in ASICs

implement the paper" Very Deep Convolutional Networks for Natural Language Processing"(https://arxiv.org/abs/1606.01781 ) in tensorflow

CNN 1D vs 2D audio classification

This repository stores the files used for my summer internship's work on "teacher-student learning", an experimental method for training deep neural networks using a trained teacher model.

Image Tampering Detection using ELA and CNN

Learned representation for Offline Handwritten Signature Verification. Models and code to extract features from signature images.

Detecting cinema shot types using a ResNet-50

CNN image classifier implemented in Keras Notebook 🖼️.

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

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Important paper implementations for Question Answering using PyTorch

Skin cancer classification using Inceptionv3

Exploratory Project on Fast Screen Space Global Illumination

Evaluation of the CNN design choices performance on ImageNet-2012.

Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)

Twitter Sentiment Analysis with Gensim Word2Vec and Keras Convolutional Network

TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques

Google Street View House Number(SVHN) Dataset, and classifying them through CNN

Best Practices, code samples, and documentation for Computer Vision.

Visualisations for Convolutional Neural Networks in Pytorch

This toolbox is support material for the book on CNN (http://www.convolution.network).

Detecting Pneumonia in Chest X-ray Images using Convolutional Neural Network and Pretrained Models

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

دوره 12 ساعته یادگیری عمیق با چارچوب Keras

TensorFlow 101: Introduction to Deep Learning for Python Within TensorFlow

Reducing the size of convolutional neural networks

Breast Cancer Classification using CNN and transfer learning

PyTorch tutorial for learners

Generating Captions for images using Deep Learning

Assignment solutions for the CS231n course taught by Stanford on visual recognition. Spring 2017 solutions are for both deep learning frameworks: TensorFlow and PyTorch.

Code examples for training AlexNet using Keras and Theano

Object classification with CIFAR-10 using transfer learning

Keras implementation of a CNN network for age and gender estimation

Hiding Images within other images using Deep Learning

Reproduce CheXNet

[DEPRECATED] A Neural Network based generative model for captioning images using Tensorflow

Multi-Person Pose Estimation project for Tensorflow 2.0 with a small and fast model based on MobilenetV3

Music recommender using deep learning with Keras and TensorFlow

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks

🏥 Visualizing Convolutional Networks for MRI-based Diagnosis of Alzheimer’s Disease

Detect and recognize The Simpsons characters using Keras and Faster R-CNN

Semi-Supervised Video Object Segmentation (VOS) with Tensorflow. Includes implementation of *MaskRNN: Instance Level Video Object Segmentation (NIPS 2017)* as part of the NIPS Paper Implementation Challenge.

Implementations of some popular Saliency Maps in Keras