This is the official repository for our recent work: PIDNet
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Updated
Aug 6, 2024 - Python
This is the official repository for our recent work: PIDNet
🏀 BasketballDetector implementation using a segmentation approach
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.)
Improved PIDNet for real-time semantic segmentation. Work in progress.
This work explores adversarial domain adaptation to enhance real-time neural networks for semantic segmentation, specifically addressing the challenges of domain shift from synthetic to real-world environments.
Project for "Advanced Machine Learning" course at PoliTO. The purpose is to implement a BiSeNet able to perform real-time semantic segmentation task
Oil Pollution Dataset and PIDNet
This repository contains research on real-time domain adaptation in semantic segmentation, aiming at bridging the gap between synthetic and real-world imagery for urban scenes and autonomous driving, utilizing STDC models and advanced domain adaptation methods.
Project for the Advanced Machine Learning course 23/24 - Politecnico di Torino
Official implementation of TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing (MIDL 2022)
Navigation based on semantic segmentation of images.
Scale-ware Strip Attention Guided Feature Pyramid Network for Real-time Semantic Segmentation
Implementation of a Deep Neural Architecture to perform real-time semantic segmentation of forest fires in aerial imagery captured by drones.
CFPNet-M: A Light-Weight Encoder-Decoder Based Network for Multimodal Biomedical Image Real-Time Segmentation
Image Segmentation Paper Review and Implementation
Implement a model of real-time semantic segmentation for autonomous driving
Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes
First implementation of PIDNet in Tensorflow/Keras.
BiSeNetV2 implementation in TensorFlow 2.0
[ICIP2022] Entropy guided feature extraction for real time semantic segmentation
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