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Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

Deepmoji ⭐ 1,462

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

Torchmoji ⭐ 882

😇A pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc

Codes For Lane Detection ⭐ 629

Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)

Awesome Text2sql ⭐ 568

Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

Deepmot ⭐ 481

Official Implementation of How To Train Your Deep Multi-Object Tracker (CVPR2020)

Ganilla ⭐ 476

Official Pytorch implementation of GANILLA

Yolo V2 Pytorch ⭐ 348

YOLO for object detection tasks

Split Folders ⭐ 330

🗂 Split folders with files (i.e. images) into training, validation and test (dataset) folders

Superpixel_fcn ⭐ 297

[CVPR‘20] SpixelFCN: Superpixel Segmentation with Fully Convolutional Network

NNgen: A Fully-Customizable Hardware Synthesis Compiler for Deep Neural Network

Deep learning with text doesn't have to be scary.

Deep Virtual Try On With Clothes Transform ⭐ 233

An image-based virtual try-on system with deep learning.

Github Client ⭐ 222

Experimental architecture app with example usage intended to be a showcase, test and skeleton app.

A simple memory manager for CUDA designed to help Deep Learning frameworks manage memory

Deepequal ⭐ 186

An extensible deep comparison for .NET

Tvm Mali ⭐ 145

Optimizing Mobile Deep Learning on ARM GPU with TVM

Poptorch ⭐ 144

PyTorch interface for the IPU

Yet Another Lightning Hydra Template ⭐ 129

Flexible and scalable template based on PyTorch Lightning + Hydra. Efficient workflow and reproducibility for rapid ML experiments.

Guildsman ⭐ 125

TensorFlow library for Clojure

Deep Test ⭐ 122

Parallel and Distributed Test Runner for Ruby

Mobilenet ⭐ 110

A Clearer and Simpler MobileNet Implementation in TensorFlow

Facies_classification_benchmark ⭐ 78

The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facies Classification" (published in the SEG Interpretation Journal, August 2019).

Deeplearningspeedcomparison ⭐ 73

This repository is test code for comparison of several deep learning frameworks.

Deepid Implementation ⭐ 73

DeepID-implementation is an implementation of paper "Deep Learning Face Representation from Predicting 10,000 Classes"

Official repository of FISR (AAAI 2020).

Jest Expect Contain Deep ⭐ 68

Assert deeply nested values in Jest

Good_robot ⭐ 66

"Good Robot! Now Watch This!": Repurposing Reinforcement Learning for Task-to-Task Transfer; and “Good Robot!”: Efficient Reinforcement Learning for Multi-Step Visual Tasks with Sim to Real Transfer

Yolo License Plate Detection ⭐ 62

A License-Plate detecttion application based on YOLO

Relationnetworks Clevr ⭐ 60

A pytorch implementation for "A simple neural network module for relational reasoning", working on the CLEVR dataset

Enhanced CNN for image denoising (CAAI Transactions on Intelligence Technology, 2019)

Assignment2 2017 ⭐ 59

(Spring 2017) Assignment 2: GPU Executor

Official repository of JSI-GAN (AAAI 2020).

Black-box tool that uses Deep Reinforcement Learning to test and explore Android applications

Deep Learning Flower Identifier ⭐ 49

Deep learning network to identify 102 different types of flowers

The Pelops car re-ID project

Uncertainty Wizard ⭐ 39

Uncertainty-Wizard is a plugin on top of tensorflow.keras, allowing to easily and efficiently create uncertainty-aware deep neural networks. Also useful if you want to train multiple small models in parallel.

Focuslitenn ⭐ 35

Official PyTorch and MATLAB implementations of our MICCAI 2020 paper "FocusLiteNN: High Efficiency Focus Quality Assessment for Digital Pathology"

Awesome Ml Testing ⭐ 34

Awesome material(papers, tools, etc.) about testing machine learning system, including deep learning system.

Stvun Pytorch ⭐ 32

Deep Space-Time Video Upsampling Networks

Nostradamus ⭐ 30

🧠 An open-source machine learning application for analyzing software defect reports extracted from bug tracking systems.

deep learning and scientific computing framework with native CPU and GPU backend for the Scala programming language

Deep Probabilistic Programming Language

Contactless Attendance System ⭐ 18

✨ A Contactless Attendance System where your face is identified for Attendance.

Torchskeleton ⭐ 17

Optimized Utilities for PyTorch

Creepycrawlai ⭐ 17

A deep neural network evolutionary sim, for interactive passive art displays.

Sang-Wook's Development and Testing (SWDT)

Angular Autodraw ⭐ 17

An Angular app integrating Google's AutoDraw AI API through Canvas

Cgvsphoto ⭐ 16

Computer Graphics vs Real Photographic Images : A Deep-learning approach

Test Base Pm ⭐ 13

Extendable Perl Testing

Kg Copy_network ⭐ 12

Implementation of the paper: Using a KG-Copy Network for Non-Goal Oriented Dialogues

Seqviews2seqlabels ⭐ 10

The source code for our TIP paper "SeqViews2SeqLabels: Learning 3D Global Features via Aggregating Sequential Views by RNN with Attention"

An Android Library for building and testing Deep Link handling

Apiloader ⭐ 10

api-loader webpack

Camerapredictsbeams ⭐ 10

Camera based beam prediction

Nnetsauce ⭐ 10

Statistical/Machine Learning using Randomized and Quasi-Randomized (neural) networks (currently Python & R)

Network_anomaly_detection_deep_learning ⭐ 9

This project has been conducted under the supervision of Dr. Jinoh Kim and Dr. Donghwoon Kwon at Texas A&M University-Commerce. The research outcome are published in the proceeding of IEEE ICNC 2018 (http://www.conf-icnc.org/2018/), with the title of “An Empirical Evaluation of Deep Learning for Network Anomaly Detection”.

[COLING2020] A challenge dataset for Person SenTiment analysis in news domain.

Ai Research Mamo Framework ⭐ 9

A Model Agnostic Multi-Objective Framework for Deep Learning models

Pytorch Neural Search Optimizer ⭐ 8

PyTorch implementation of Neural Optimizer Search's Optimizer_1

DL tool for white matter hyperintensities segmentation

Deepcover ⭐ 8

Testing Deep Neural Networks

Mhsma Dataset ⭐ 7

MHSMA: The Modified Human Sperm Morphology Analysis Dataset

Covid Fighters ⭐ 7

Data collection and label tool for COVID-19 disease chest scans

Lddmdenoising ⭐ 7

Low-dose Digital Mammography with Deep Learning

Deep Learning Note ⭐ 7

Some notes and code test about Deep Learning

Data and PyTorch code for the LifeQA LREC 2020 paper.

Gearbox Fault Detect Matlab ⭐ 6

Use SAE to classify the fault of gearbox

Autoautoml ⭐ 6

Computational experiments for the paper "A Comparison of AutoML Tools for Machine Learning, Deep Learning and XGBoost" (IJCNN 2021)

Deep Learning framework for fast and clean research with Pytorch

🧪 Behavioral testing of NLP models 🧪

Deepclassificationtool ⭐ 5

Deep image classification tool based on Keras. Tool implements light versions of VGG, ResNet and InceptionV3 for small images

Scdeepsort_performance_comparison ⭐ 5

The source code and results for different methods on annotating external testing datsets of human and mouse.

Antinex Client ⭐ 5

AntiNex python client for training and using pre-trained deep neural networks with JWT authentication

Simple deep learning library built for educational purposes

FedDebug is a novel testing and debugging technique that localizes faulty clients in Federated Learning.

The code release of paper "CVIU Pyramid Channel-based Feature Attention Network for Image Dehazing", CVIU 2020

Automated Deep learning & Machine Learning in JavaScript, in browser locally or in node.

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