6350 Open source projects that are alternatives of or similar to Trained Ternary Quantization

Vehicle detection using YOLO in Keras runs at 21FPS

Exploratory Project on Fast Screen Space Global Illumination

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

Repository for most of the code from my YouTube channel

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"

Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks

TensorFlow 101: Introduction to Deep Learning for Python Within TensorFlow

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

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.

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

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

Keras implementation of a CNN network for age and gender estimation

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

Keras- Multi Label Image Classification

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

Music recommender using deep learning with Keras and TensorFlow

Build an OCR for iOS apps

Convolutional Neural Network for Human Activity Recognition in Tensorflow

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

Binary Convolution Network for faster real-time processing in ASICs

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

دوره 12 ساعته یادگیری عمیق با چارچوب Keras

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

Generating Captions for images using Deep Learning

tensorflow implementation of Grad-CAM (CNN visualization)

Complete Assignments for CS231n: Convolutional Neural Networks for Visual Recognition

Resources for students in the Udacity's Machine Learning Engineer Nanodegree to work through Stanford's Convolutional Neural Networks for Visual Recognition course (CS231n).

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

Convolutional neural networks for artistic style transfer.

Keras tutorial for beginners (using TF backend)

Deep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-Processor

Efficient Learning of Augmentation Policy Schedules

food image to recipe with deep convolutional neural networks.

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

Programming Assignments and Lectures for Stanford's CS 231: Convolutional Neural Networks for Visual Recognition

Skin cancer classification using Inceptionv3

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

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

TensorFlow Tutorials

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

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

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

Twitter Sentiment Analysis with Gensim Word2Vec and Keras Convolutional Network

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

Repo for Tang et al, bioRxiv 454793 (2018)

Convolutional Neural Network for German Traffic Sign Recognition Benchmark

CNN 1D vs 2D audio classification

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

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

Weakly Supervised Segmentation with Tensorflow. Implements instance segmentation as described in Simple Does It: Weakly Supervised Instance and Semantic Segmentation, by Khoreva et al. (CVPR 2017).

Official PyTorch Implementation for "Rotate to Attend: Convolutional Triplet Attention Module." [WACV 2021]

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

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

Powerful, automated analysis and design of quantum microwave chips & devices [Energy-Participation Ratio and more]

Breast Cancer Classification using CNN and transfer learning