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Search results for neural network semantic segmentation

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28 search results found

Gluon Cv ⭐ 5,422

Gluon CV Toolkit

Super Gradients ⭐ 4,125

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

Minkowskiengine ⭐ 2,321

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

Tools To Design Or Visualize Architecture Of Neural Network ⭐ 1,017

Tools to Design or Visualize Architecture of Neural Network

Deep Learning In Production ⭐ 949

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

Libtorchsegmentation ⭐ 380

A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.

Espnetv2 ⭐ 375

A light-weight, power efficient, and general purpose convolutional neural network

High-level batteries-included neural network training library for Pytorch

Efficient Segmentation Networks ⭐ 323

Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)

Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)

Pytorch_tiramisu ⭐ 236

FC-DenseNet in PyTorch for Semantic Segmentation

Unet Pytorch ⭐ 206

U-Net implementation for PyTorch based on https://arxiv.org/abs/1505.04597

Semantic3dnet ⭐ 178

Point cloud semantic segmentation via Deep 3D Convolutional Neural Network

Spacenet_building_detection ⭐ 140

Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.

Detectron2 ⭐ 130

Detectron2 for Document Layout Analysis

Semantic_seg_paper_collection ⭐ 128

Mobile Segmentation ⭐ 107

Real-time semantic image segmentation on mobile devices

Fc Densenet Tensorflow ⭐ 103

Fully Convolutional DenseNet (A.K.A 100 layer tiramisu) for semantic segmentation of images implemented in TensorFlow.

Vectornet ⭐ 101

Semantic Segmentation for Line Drawing Vectorization Using Neural Networks

Sketch Parse ⭐ 76

Code, demos and data for SketchParse (a neural network for sketch segmentation). Paper:

Photographicimagesynthesiswithcascadedrefinementnetworks Pytorch ⭐ 56

Photographic Image Synthesis with Cascaded Refinement Networks - Pytorch Implementation

How To Train Your Neural Net ⭐ 55

Deep learning research implemented on notebooks using PyTorch.

Semantic Segmentation With Mobilenetv3 ⭐ 50

TensorFlow (Keras) implementation of MobileNetV3 and its segmentation head

Multiclass Semantic Segmentation ⭐ 48

Experiments with UNET/FPN models and cityscapes/kitti datasets [Pytorch; Multi-GPU]

Dynamic Gcnn ⭐ 32

Dynamic Graph Convolutional Neural Network for 3D point cloud semantic segmentation

Pyconvsegnet ⭐ 30

Semantic Segmentation PyTorch code for our paper: Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition (https://arxiv.org/pdf/2006.11538.pdf)

Dl_notes ⭐ 23

📚 DL & CV & Neural Network

ShanghaiTech PLUS Lab Segmentation Toolbox and Benchmark

Wasr_network ⭐ 19

WaSR Segmentation Network for Unmanned Surface Vehicles v0.5

Land Cover Semantic Segmentation Pytorch ⭐ 18

🛣 Building an end-to-end Promptable Semantic Segmentation (Computer Vision) project from training to inferencing a model on LandCover.ai data (Satellite Imagery).

Scale-ware Strip Attention Guided Feature Pyramid Network for Real-time Semantic Segmentation

Pytorch Fpn ⭐ 14

PyTorch implementation of some FPN-based semantic segmentation architectures: vanilla FPN, Panoptic FPN, PANet FPN; with ResNet and EfficientNet backbones.

3d Semantic Segmentation For Scene Parsing ⭐ 13

A new approach for the real time 3D semantic segmentation based on feature abstract and deep learning method

Remote_sensing_segmentation ⭐ 12

Semantic segmentation for remote sensing images

Segmentation.jl ⭐ 12

Segmentation models in Julia

Cool Papers In Pytorch ⭐ 12

Reimplementing cool papers in PyTorch...

Wsisegmentation ⭐ 12

Segmenting WSIs using Deep Convolutional Neural Networks

Cil_segmentation ⭐ 12

[ITSC 2020] Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old Labels

Enet Scannet ⭐ 11

ENet for 2D semantic segmentation in ScanNet

Ukb_segmentation ⭐ 10

PyTorch implementation for 2.5D U-Net segmentation of UK Biobank neck-to-knee body MRI

Kaggle Carvana ⭐ 9

Solution for the Carvana Image Masking Challenge on Kaggle. It uses a custom version of RefineNet with Squeeze-and-Excitation modules implemented in PyTorch. It was a part of the final ensemble that was ranked 23 out of 735 teams (top 4%).

Android Segmentation App ⭐ 8

A basic Android application that runs semantic image segmentation using Tensorflow-Lite

Hierarchicallosses ⭐ 6

Train Faster and Boost Performance with Class Hierarchies. Build Robust Representations Less Prone to Serious Classification Errors. - PyTorch code for paper: "A Hierarchical Loss for Semantic Segmentation" VISAPP/VISIGRAPP 2020

A collection of datasets and neural networks for microorganism image classification

Neural Networks for Automated Driving

Contains my assignments and labs for Udacity's Self-Driving Car Engineer nanodegree

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