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deep-neural-networks x

343 search results found

Machinelearning Ai ⭐ 184

This repository contains all the work that I regularly did and studied from Medium blogs, several research papers, and other Repos (related/unrelated to the research papers).

Deepsegmentor ⭐ 183

A Pytorch implementation of DeepCrack and RoadNet projects.

Perceptualimageerror ⭐ 182

A metric for Perceptual Image-Error Assessment through Pairwise Preference (PieAPP at CVPR 2018).

Pytorch Lapsrn ⭐ 178

Pytorch implementation for LapSRN (CVPR2017)

Signatory ⭐ 173

Differentiable computations of the signature and logsignature transforms, on both CPU and GPU. (ICLR 2021)

Hierarchical Attention Networks Pytorch ⭐ 171

Hierarchical Attention Networks for document classification

Page to PAGE Layout Analysis Tool

Torch Scan ⭐ 164

Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)

Conformal_classification ⭐ 159

Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).

AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.

Iresnet ⭐ 157

Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)

Pytorch Unet ⭐ 154

Tunable U-Net implementation in PyTorch

Lenet 5 ⭐ 154

PyTorch implementation of LeNet-5 with live visualization

Great Deep Learning Tutorials ⭐ 153

A Great Collection of Deep Learning Tutorials and Repositories

Dnn Based_source_separation ⭐ 147

A PyTorch implementation of DNN-based source separation.

Dbcnn Pytorch ⭐ 145

An experimental Pytorch implementation of Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network

Poptorch ⭐ 144

PyTorch interface for the IPU

Models Comparison.pytorch ⭐ 141

Code for the paper Benchmark Analysis of Representative Deep Neural Network Architectures

Arc Pytorch ⭐ 140

The first public PyTorch implementation of Attentive Recurrent Comparators

Python package containing all custom layers used in Neural Networks (Compatible with PyTorch, TensorFlow and MegEngine)

Prediction Flow ⭐ 136

Deep-Learning based CTR models implemented by PyTorch

3 Min Pytorch ⭐ 135

<펭귄브로의 3분 딥러닝, 파이토치맛> 예제 코드

Neurvps ⭐ 132

Neural Vanishing Point Scanning via Conic Convolution

MONeT framework for reducing memory consumption of DNN training

Sunstreaker ⭐ 126

以jax为后端的类似keras的框架

Hdr Expandnet ⭐ 125

Training and inference code for ExpandNet

Pruning_filters_for_efficient_convnets ⭐ 121

PyTorch implementation of "Pruning Filters For Efficient ConvNets"

Hierarchical Dnn Interpretations ⭐ 119

Using / reproducing ACD from the paper "Hierarchical interpretations for neural network predictions" 🧠 (ICLR 2019)

Deep_learning_in_python_2018 ⭐ 114

Deep Learning workshop including image classification, face recognition, Object detection, language modelling, image captioning and neural machine translation.

Lpips Pytorch ⭐ 114

A simple and useful implementation of LPIPS.

Nice Gan Pytorch ⭐ 113

Official PyTorch implementation of NICE-GAN: Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation

Cfsrcnn ⭐ 109

Coarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2021)

Reptile Pytorch ⭐ 107

A PyTorch implementation of OpenAI's REPTILE algorithm

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

The repository for 'Uncertainty-aware blind image quality assessment in the laboratory and wild' and 'Learning to blindly assess image quality in the laboratory and wild'

Cross Speaker Emotion Transfer ⭐ 104

PyTorch Implementation of ByteDance's Cross-speaker Emotion Transfer Based on Speaker Condition Layer Normalization and Semi-Supervised Training in Text-To-Speech

Bayesde ⭐ 101

Code for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"

Mad Twinnet ⭐ 101

The code for the MaD TwinNet. Demo page:

Attention-guided CNN for image denoising(Neural Networks,2020)

Deep_architect ⭐ 98

A general, modular, and programmable architecture search framework

Pytorch Deep Neural Networks ⭐ 97

pytorch >>> 快速搭建自己的模型！

Deep Image Analogy Pytorch ⭐ 93

Visual Attribute Transfer through Deep Image Analogy in PyTorch!

Carrier Of Tricks For Classification Pytorch ⭐ 93

carrier of tricks for image classification tutorials using pytorch.

Sdtw_pytorch ⭐ 90

Implementation of soft dynamic time warping in pytorch

Awesome Face Detection ⭐ 87

Compare with various detectors - s3fd, dlib, ocv, ocv-dnn, mtcnn-pytorch, face_recognition

Wtalc Pytorch ⭐ 87

W-TALC: Weakly-supervised Temporal Activity Localization and Classification

Deep Dream In Pytorch ⭐ 86

Pytorch implementation of the DeepDream computer vision algorithm

Pytorch implementation of WaDIQaM in TIP2018, Bosse S. et al. (Deep neural networks for no-reference and full-reference image quality assessment)

Deep Learning ⭐ 85

🙃 深度学习实践与知识总结

Sphericalviewsynthesis ⭐ 83

Code accompanying the paper "Spherical View Synthesis for Self-Supervised 360 Depth Estimation", 3DV 2019

100 Days Of Nlp ⭐ 83

Torchflare ⭐ 83

TorchFlare is a simple, beginner-friendly, and easy-to-use PyTorch Framework train your models effortlessly.

Image Classification Pytorch ⭐ 80

Learning and Building Convolutional Neural Networks using PyTorch

Asymmetric CNN for image super-resolution (IEEE Transactions on Systmes, Man, and Cybernetics: Systems 2021)

Self Supervised Relational Reasoning ⭐ 78

Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.

Deepseqslam ⭐ 76

The Official Deep Learning Framework for Robot Place Learning

Model Server ⭐ 76

gRPC server for hosting ML models trained on any framework in python

Pytorchfi ⭐ 75

A runtime fault injection tool for PyTorch 🔥

Dareblopy ⭐ 74

Data Reading Blocks for Python

Gluon2pytorch ⭐ 72

Gluon to PyTorch deep neural network model converter

Tengine Convert Tools ⭐ 72

Tengine Convert Tool supports converting multi framworks' models into tmfile that suitable for Tengine-Lite AI framework.

Pytorch Learners Tutorial ⭐ 71

PyTorch tutorial for learners

360sd Net ⭐ 68

Pytorch implementation of ICRA 2020 paper "360° Stereo Depth Estimation with Learnable Cost Volume"

Knowledge_evolution ⭐ 67

(CVPR-Oral 2021) PyTorch implementation of Knowledge Evolution approach and Split-Nets

100daysofml ⭐ 67

100 Days Of Machine Learning. New Content in every 1-2 day and projects every week. The massive 100DaysOfML in building

Dfspot Deepfake Recognition ⭐ 66

Determine whether a given video sequence has been manipulated or synthetically generated

A super light-weight deep learning library based on NumPy in PyTorch fashion.

Ssd Pytorch ⭐ 64

SSD: Single Shot MultiBox Detector pytorch implementation focusing on simplicity

Faceaging By Cyclegan ⭐ 64

Nlp Pretrained Model ⭐ 63

A collection of Natural language processing pre-trained models.

tuyển chọn các tài liệu về công nghệ bằng tiếng Việt

Deeplab Pytorch ⭐ 60

Deeplab for semantic segmentation tasks

Swae Pytorch ⭐ 59

Implementation of the Sliced Wasserstein Autoencoder using PyTorch

Simple Equivariant Gnn ⭐ 59

A short and easy PyTorch implementation of E(n) Equivariant Graph Neural Networks

Open Solution Ship Detection ⭐ 58

Open solution to the Airbus Ship Detection Challenge

Steven C. Y. Hung, Cheng-Hao Tu, Cheng-En Wu, Chien-Hung Chen, Yi-Ming Chan, and Chu-Song Chen, "Compacting, Picking and Growing for Unforgetting Continual Learning," Thirty-third Conference on Neural Information Processing Systems, NeurIPS 2019

Pytorch Attention Guided Cyclegan ⭐ 57

Pytorch implementation of Unsupervised Attention-guided Image-to-Image Translation.

Robo Vln ⭐ 56

Pytorch code for ICRA'21 paper: "Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation"

Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution

How To Train Your Neural Net ⭐ 55

Deep learning research implemented on notebooks using PyTorch.

Musco Pytorch ⭐ 55

MUSCO: MUlti-Stage COmpression of neural networks

Pytorch Filterresponsenormalizationlayer ⭐ 53

PyTorch implementation of "Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks"

Catalyst Examples ⭐ 53

Diffgan Tts ⭐ 52

PyTorch Implementation of DiffGAN-TTS: High-Fidelity and Efficient Text-to-Speech with Denoising Diffusion GANs

Pytorch Alpine ⭐ 52

A very small PyTorch container in Alpine Linux

Fasterneuraldiffeq ⭐ 52

Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)

TensorLy-Torch: Deep Tensor Learning with TensorLy and PyTorch

This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks](https://openreview.net/pdf?id=9l0K4OM-oX in PyTorch.

Convolutional Neural Network for German Traffic Sign Recognition Benchmark

Pytorch_multi_input_example ⭐ 49

Multi-Input Deep Neural Networks with PyTorch-Lightning - Combine Image and Tabular Data

Neurallaplace ⭐ 48

Neural Laplace: Differentiable Laplace Reconstructions for modelling any time observation with O(1) complexity.

Character Level Cnn Pytorch ⭐ 47

Character-level CNN for text classification

Deep Ranking ⭐ 47

Learning Fine-grained Image Similarity with Deep Ranking is a novel application of neural networks, where the authors use a new multi scale architecture combined with a triplet loss to create a neural network that is able to perform image search. This repository is a simplified implementation of the same

Cascade Ld ⭐ 46

Lane detection and classification in an end-to-end Deep Learning fashion

Prototree ⭐ 46

ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021

Mnist Baselines ⭐ 45

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

Semantic_pyramid_for_image_generation ⭐ 45

PyTorch reimplementation of the paper: "Semantic Pyramid for Image Generation" [CVPR 2020].

[ICCV 2019 Oral] TA3N: https://github.com/cmhungsteve/TA3N (Most updated repo)

Awesome Image Coloring ⭐ 43

A curated list of awesome AI-powered image coloring frameworks, libraries and software.

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