AI Agent Skills

:art: Semantic segmentation models, datasets and losses implemented in PyTorch.

UPSNet: A Unified Panoptic Segmentation Network

Amazing Semantic Segmentation on Tensorflow && Keras (include FCN, UNet, SegNet, PSPNet, PAN, RefineNet, DeepLabV3, DeepLabV3+, DenseASPP, BiSegNet)

Line segmentation algorithm for Google Vision API.

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds

This is the repo for our new project Highly Accurate Dichotomous Image Segmentation

Free and open source library for AI object detection and semantic segmentation in geospatial rasters. 🚀

Unsupervised Semantic Segmentation by Distilling Feature Correspondences

Image augmentation for object detection, segmentation and classification

TernausNetV2: Fully Convolutional Network for Instance Segmentation

LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

A PyTorch Implementation of Fast-SCNN: Fast Semantic Segmentation Network

Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics.

ROS/ROS 2 package for Ultralytics YOLOv8 real-time object detection and segmentation. https://github.com/ultralytics/ultralytics

Official PyTorch Implementation of Hypercorrelation Squeeze for Few-Shot Segmentation, ICCV 2021