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
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Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
- segmentation
- image-processing
- pspnet
- unet
"Single-image Layer Decomposition for Anime Characters" (SIGGRAPH 2026 Conference Paper)
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
- pytorch
- semantic-segmentation
- scene-recognition
- ade20k
This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.
An open-source project dedicated to tracking and segmenting any objects in videos, either automatically or interactively. The primary algorithms utilized include the Segment Anything Model (SAM) for key-frame segmentation and Associating Objects with Transformers (AOT) for efficient tracking and propagation purposes.
- interactive-segmentation
- segment-anything
- segment-anything-model
- video-object-segmentation
🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
- yolo
- yolox
- detection
- detextron2
A Simple and Versatile Framework for Object Detection and Instance Recognition
- mxnet
- object-detection
- instance-segmentation
Using modified BiSeNet for face parsing in PyTorch
- face-parsing
- semantic-segmentation
- pytorch
- celeba-hq-dataset
A Unified Face Analysis Library for Python
- face-detection
- face-recognition
- face-analysis
- gaze-estimation
A CV toolkit for my papers.
- deep-learning
- batchnorm
- synchronized-batchnorm
- encoding-layer
Automatically "block" people in images (like Black Mirror) using a pretrained neural network.
[CVPR'24 Oral] Official repository of Point Transformer V3 (PTv3). Also a pip-installable PyTorch + Triton package with pretrained Sonata, Concerto, and Utonia encoders.
[CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation
- ade20k
- cityscapes
- coco
- image-segmentation
Personalize Segment Anything Model (SAM) with 1 shot in 10 seconds
Pyramid Scene Parsing Network, CVPR2017.
Adapting Meta AI's Segment Anything to Downstream Tasks with Adapters and Prompts
- 2d-segmentation
- adapter
- camouflage-images
- camouflaged-object-detection
NeurIPS 2024 Paper: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing
- mllm
- multimodal-large-language-models
- segmentation
CellViT: Vision Transformers for Precise Cell Segmentation and Classification
- ai
- cell
- digitalpathology
- microscopy
Deep and Machine Learning for Microscopy
- microscopy
- materials
- machine-learning
- materials-science
Collection of mathematical morphology methods and plugins for ImageJ
- image-processing
- image-analysis
- imagej
- fiji
Agent skill: outline, mask and count objects in photos with Meta's SAM 3 on your own NVIDIA GPU, with review, exports and a viewer. Works with Claude Code, Codex, Cursor, Pi and other Agent Skills clients.
- agent-skills
- annotation
- claude-code
- claude-code-plugin
A versatile, fully open-source pipeline to extract phenotypic measurements from plant images
- deep-learning
- plant-phenotyping
- nextflow
- scikit-image