A curated publication list on open vocabulary semantic segmentation and related area (e.g. zero-shot semantic segmentation) resources..

[AAAI 2025] Official implementation of the paper "EOV-Seg: Efficient Open-Vocabulary Panoptic Segmentation"

[NeurIPS 2023] This repo contains the code for our paper Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP

[CVPR2024 Highlight]GLEE: General Object Foundation Model for Images and Videos at Scale

[CVPR 2022] RestoreFormer: High-Quality Blind Face Restoration from Undegraded Key-Value Pairs

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also …

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

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Official repo for DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image (CVPR 2022).

🔥🔥 Deep Learning Head Pose Estimation using PyTorch.

DECA: Detailed Expression Capture and Animation (SIGGRAPH 2021)

Example code for the FLAME 3D head model. The code demonstrates how to sample 3D heads from the model, fit the model to 3D keypoints and 3D scans.

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

Deep 3DMM facial expression parameter extraction

Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node

Human segmentation models, training/inference code, and trained weights, implemented in PyTorch

Background Matting: The World is Your Green Screen

A Trimap-Free Portrait Matting Solution in Real Time [AAAI 2022]

人像matting数据集，包含34427张图像和对应的matting结果图。

Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!

A faster pytorch implementation of faster r-cnn

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Code repository for Part Grouping Network, ECCV 2018

an implementation of holistically nested edge detection using TensorFlow

( ECCV2018 ) Macro-Micro Adversarial Network for Human Parsing

LeetCode, HackRank, 剑指offer, classic algorithm implementation

CRF-RNN Keras/Tensorflow version

TensorFlow-based implementation of "Pyramid Scene Parsing Network".