Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
- object-detection
- instance-segmentation
- faster-rcnn
- mask-rcnn
Repository Index
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Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
- segmentation
- image-processing
- pspnet
- unet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
- pytorch
- unet
- pytorch-unet
- semantic-segmentation
Remove backgrounds from images directly in the browser environment with ease and no additional costs or privacy concerns. Explore an interactive demo.
- background-removal
- javascript
- open-source
- typescript
Track-Anything is a flexible and interactive tool for video object tracking and segmentation, based on Segment Anything, XMem, and E2FGVI.
- segment-anything
- video-object-segmentation
- interactive-tracking
- track-anything
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
- pytorch
- semantic-segmentation
- scene-recognition
- ade20k
Visual tracking library based on PyTorch.
- computer-vision
- tracking
- machine-learning
- visual-tracking
The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919
- segmentation
- semantic-segmentation
- cityscapes
- pascal-context
Using modified BiSeNet for face parsing in PyTorch
- face-parsing
- semantic-segmentation
- pytorch
- celeba-hq-dataset
An extension of Open3D to address 3D Machine Learning tasks
- 3d-perception
- datasets
- pretrained-models
- lidar
Automated dense category annotation engine that serves as the initial semantic labeling for the Segment Anything dataset (SA-1B).
LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation
- pytorch
- semantic-segmentation
- cityscape-dataset
- lednet
Real-time LIDAR-based Urban Road and Sidewalk detection for Autonomous Vehicles 🚗
- road-segmentation
- lidar
- point-cloud
- ros
Codebase for "A Foundation Model for Cell Segmentation"
Usiigaci: stain-free cell tracking in phase contrast microscopy enabled by supervised machine learning
- tensorflow
- python3
- keras
- resnet-101
A Python GUI-based framework for segmentation, tracking and cell cycle annotations of microscopy data
Fiji library to perform image segmentation based on the Weka learning schemes
R package for segmentation, registration and generating web-based brain atlases from microscope images