799 Open source projects that are alternatives of or similar to Elektronn3

Single-Stage Semantic Segmentation from Image Labels (CVPR 2020)

Next RecSys Library

DeepLabv3 built in TensorFlow

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

A image registration method using convolutional neural network features.

Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search https://arxiv.org/abs/1807.06906

SemanticKITTI API for visualizing dataset, processing data, and evaluating results.

Gated-Shape CNN for Semantic Segmentation (ICCV 2019)

Kaggle | 9th place single model solution for TGS Salt Identification Challenge

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

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

Velocity in deep-learning research

Medical image analysis framework merging ANTsR and deep learning

Keras implementation of Non-local Neural Networks

LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

Lightweight models for real-time semantic segmentation(include mobilenetv1-v3, shufflenetv1-v2, igcv3, efficientnet).

FeatherCNN is a high performance inference engine for convolutional neural networks.

DeepLab-ResNet rebuilt in Pytorch

船长关于机器学习、计算机视觉和工程技术的总结和分享

Lip and hair color editor using face parsing maps.

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

A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains (IJCV submission)

Stanford Unsupervised Feature Learning and Deep Learning Tutorial

A Python Library for High-Level Semantic Segmentation Models based on TensorFlow and Keras with pretrained backbones.

دوره 12 ساعته یادگیری عمیق با چارچوب Keras

Volumetric Fusion of Multiple Semantic Labels and Masks

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

A pointnet++ fork, with focus on semantic segmentation of differents datasets

Official repository of JSI-GAN (Accepted at AAAI 2020).

Computer Vision and Machine Learning related projects of Udacity's Self-driving Car Nanodegree Program

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

Implementation of our paper "DMT: Dynamic Mutual Training for Semi-Supervised Learning"

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"

(AAAI2020)Grapy-ML: Graph Pyramid Mutual Learning for Cross-dataset Human Parsing

A Real-time Mario Kart AI using CNNs, Offline Search, and DAGGER

Building footprint segmentation from satellite and aerial imagery

A convolutional neural network implementation of a script that detects whether an individual is wearing a hardhat or not.

Deep Learning for Computer Vision (CommE 5052) in NTU

Real-Time Semantic Segmentation in Mobile device

Deepmind Recurrent Environment Simulators paper implementation in tensorflow

Dataset of images of trash; Torch-based CNN for garbage image classification

Pixel Attentional Gating for Parsimonious Per-Pixel Labeling

常用的语义分割架构结构综述以及代码复现

Pytorch implementation of UNet for converting aerial satellite images into google maps kinda images.

Using Tensorflow to classify the NIST Dataset 19 (Handwriting)

Collection of different Unet Variant suchas VggUnet, ResUnet, DenseUnet, Unet. AttUnet, MobileNetUnet, NestedUNet, R2AttUNet, R2UNet, SEUnet, scSEUnet, Unet_Xception_ResNetBlock

Light-Weight RefineNet for Real-Time Semantic Segmentation

segmentation paper reading notes

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

A semantic segmentation toolbox based on PyTorch

Vehicle detection using YOLO in Keras runs at 21FPS

Fast Deep Learning Library (DLL) for C++ (ANNs, CNNs, RBMs, DBNs...)

Speech Recognition model based off of FAIR research paper built using Pytorch.

DeepLab-ResNet rebuilt in TensorFlow

segmentation repo using pytorch

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

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