568 Open source projects that are alternatives of or similar to Knowledge Distillation Pytorch

tensorflow implementation of Exploring Randomly Wired Neural Networks for Image Recognition

Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)

MicroExpNet: An Extremely Small and Fast Model For Expression Recognition From Frontal Face Images

Code for CVPR 2019 paper: " Learning Deep Compositional Grammatical Architectures for Visual Recognition"

Image Classification on CIFAR-10 Dataset using Multi Layer Perceptrons in Python from Scratch.

Programmable Neural Network Compression

Papers for deep neural network compression and acceleration

Face Recognition Using Keras/tensorflow coupled with Node.js Server

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

Implementation of Quickdraw - an online game developed by Google

An OpenCL-based FPGA Accelerator for Convolutional Neural Networks

https://arxiv.org/abs/1707.00836

Service Classification based on Service Description

Descriptive Deep Learning

High Quality Monocular Depth Estimation via Transfer Learning

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet

Tensorflow ResNet implementation on cifar10

An analytical cost model evaluating DNN mappings (dataflows and tiling).

Play deep learning with CIFAR datasets

THEANO-KALDI-RNNs is a project implementing various Recurrent Neural Networks (RNNs) for RNN-HMM speech recognition. The Theano Code is coupled with the Kaldi decoder.

This project is the official implementation of our accepted ICLR 2021 paper BiPointNet: Binary Neural Network for Point Clouds.

A simple library for creating complex neural networks

This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.

Pruning and other network surgery for trained TF.Keras models.

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

DeepFaceLab is the leading software for creating deepfakes.

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

Unwrapping Black Box of ReLU DNNs

🚀 The TensorFlow Object Counting API is an open source framework built on top of TensorFlow and Keras that makes it easy to develop object counting systems!

An implementation of zoneout regularizer on LSTM-RNN by Tensorflow

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

Lets Learn AI

Keyword spotting on Arm Cortex-M Microcontrollers

Deep Learning Toolbox for Torch

Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

List of papers, code and experiments using deep learning for time series forecasting

IEEE "Invited Talk on Deep Learning" 03/02/2018

💃 Real-time single person pose estimation for Android and iOS.

🔮Deep Learning for text made easy with AllenNLP

Emotion recognition using DNN with tensorflow

Tensorflow Backend for ONNX

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

(ECCV 2020) Tensorflow implementation of A Generic Visualization Approach for Convolutional Neural Networks

A deep neural net toolkit for emotion analysis via Facial Expression Recognition (FER)

collection of utilities to use with deep learning libraries (e.g. caffe)

Deep Learning for Time Series Classification

R Interface to Open Neural Network Exchange (ONNX)

Visualizing RNNs using the attention mechanism

Theano implementation of XNOR-Net

yolo(all versions) implementation in keras and tensorflow 2.4

Python Library for Model Interpretation/Explanations

Neural Style and MSG-Net

Ipython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.

A polyhedral compiler for expressing fast and portable data parallel algorithms

Android TensorFlow Lite Machine Learning Example

DeepFake Detection: Detect the video is fake or not using InceptionResNetV2.

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

PaddleSlim is an open-source library for deep model compression and architecture search.

3-day dive into deep learning at csc

The implementation of Relativistic average GAN with Keras