867 Open source projects that are alternatives of or similar to Lightnet

Implementation of "Automatic Portrait Segmentation" and "Deep Automatic Portrait Matting" with Chainer.

ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation

Line Segmentation of Handwritten Documents using the A* Path Planning Algorithm

OpenMMLab Model Compression Toolbox and Benchmark.

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

This is a repository for a semantic segmentation inference API using the OpenVINO toolkit

Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning

yolov3 with mobilenetv2 and efficientnet

Advanced Normalization Tools in R

The MobileNet neural network using Apple's new CoreML framework

A simple human recognition api for re-ID usage, power by paper https://arxiv.org/abs/1703.07737

Google MobileNet implementation with Keras

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

This repository contains code and tools for reading, processing, evaluating on, and visualizing Panoptic Parts datasets. Moreover, it contains code for reproducing our CVPR 2021 paper results.

Semantic Human Matting

A collection of deep learning models (PyTorch implemtation)

SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)

This repository contains the code for our fast polygonal building extraction from overhead images pipeline.

This repository contains the reference implementation for our proposed Convolutional CRFs.

Lip and hair color editor using face parsing maps.

Easily train or fine-tune SOTA computer vision models with one open source training library

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

Attention Gated VNet3D Model for KiTS19——2019 Kidney Tumor Segmentation Challenge

[CVPR 2021] MiVOS - Mask Propagation module. Reproduced STM (and better) with training code 🌟. Semi-supervised video object segmentation evaluation.

Segmentation of 3D shapes in a common anatomical space

DeepLab resnet v2 model in pytorch

Semantic Segmentation of Underwater Imagery: Dataset and Benchmark. #IROS2020

PyTorch Implementation for Segmentation and Saliency Prediction

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

alfred-py: A deep learning utility library for **human**, more detail about the usage of lib to: https://zhuanlan.zhihu.com/p/341446046

PyTorch implementation for semantic segmentation (DeepLabV3+, UNet, etc.)

Computer vision library for wildfire detection

Indoor segmentation for robot navigating, which is based on deeplab model in TensorFlow.

A tool for running deep learning algorithms for semantic segmentation with satellite imagery

Intel / AMD CPU Internals

Classification and Segmentation with Mask-RCNN of Skin Cancer using ISIC dataset

A Python package that do stemming, tokenization, sentence breaking, segmentation, normalization, POS tagging for Arabic language.

SASHIMI segmentation is a Matlab App for semi-automatic interactive segmentation of multi-slice images.

72.8% MobileNetV2 1.0 model on ImageNet and a spectrum of pre-trained MobileNetV2 models

Official Detectron2 implementation of DA-RetinaNet of our Image and Vision Computing 2021 work 'An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites'

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

Real-Time Semantic Segmentation in Mobile device

Medical Image Segmentation Toolkit based on PaddlePaddle - 基于paddle的医学影像分割框架

A Convolutional Neural Network for Segmenting and Counting Cells in Microscopy Images

Source code (train/test) accompanying the paper entitled "Veritatem Dies Aperit - Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach" in CVPR 2019 (https://arxiv.org/abs/1903.10764).

A semantic segmentation toolbox based on PyTorch

Simple image augmentation library focusing on random geometric cropping

proof-of-concept program that detects rail-track with semantic segmentation for autonomous train system

Deep face segmentation in extremely hard conditions

exudates detection using hybrid approach (Image Morphology & Machine Learning)

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

Deep Learning for Computer Vision (CommE 5052) in NTU

No description or website provided.

A face recognition solution on mobile device.

Light-Weight RefineNet for Real-Time Semantic Segmentation

Self-contained Japanese Morphological Analyzer written in pure Go

SimpleITK: a layer built on top of the Insight Toolkit (ITK), intended to simplify and facilitate ITK's use in rapid prototyping, education and interpreted languages.

An out-of-box human parsing representation extractor.

Programming assignments, labs and quizzes from all courses in the Coursera AI for Medicine Specialization offered by deeplearning.ai