常用的语义分割架构结构综述以及代码复现 华为媒体研究院 图文Caption、OCR识别、图视文多模态理解与生成相关方向工作或实习欢迎咨询 15757172165 https://guanfuchen.github.io/media/hw_zhaopin_20220724_tiny.jpg
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Jul 13, 2019 - Python
常用的语义分割架构结构综述以及代码复现 华为媒体研究院 图文Caption、OCR识别、图视文多模态理解与生成相关方向工作或实习欢迎咨询 15757172165 https://guanfuchen.github.io/media/hw_zhaopin_20220724_tiny.jpg
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation
An Ace of Spades 0.75 server based on PySnip.
Semantic segmentation task for ADE20k & cityscapse dataset, based on several models.
Implementation of UNet by Tensorflow Lite. Semantic segmentation without using GPU with RaspberryPi + Python. In order to maximize the learning efficiency of the model, this learns only the "Person" class of VOC2012. And Comparison with ENet.
Pytorch implementation of "Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)"
Lots of semantic image segmentation implementations in Tensorflow/Keras
PyTorch implementation of over 30 realtime semantic segmentations models, e.g. BiSeNetv1, BiSeNetv2, CGNet, ContextNet, DABNet, DDRNet, EDANet, ENet, ERFNet, ESPNet, ESPNetv2, FastSCNN, ICNet, LEDNet, LinkNet, PP-LiteSeg, SegNet, ShelfNet, STDC, SwiftNet, and support knowledge distillation, distributed training etc.
Pytorch to train ENet of Cityscapes datasets and CamVid datasets nicely
Realtime Semantic Segmentation (ICNet) for Self-Driving Vehicles
ENet for 2D semantic segmentation in ScanNet
Implementation of ENet by chainer
instance segmentation of lanes for autonomous driving
TensorFlow implementation of ENet (Support for GPU/CPU mode, slimming of meta file and pb file generation) I added a correspondence to CPU mode and Freeze Graph, RaspberryPi correspondence to kwotsin/TensorFlow-ENet. Tensorflow 1.11.0
Project for the Advanced Machine Learning course 23/24 - Politecnico di Torino
Real image semantic segmentation using Enet on Resortit dataset - PyTorch
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