zhizhangxian

BiSeNet

Add bisenetv2. My implementation of BiSeNet

bp-ga-pytorch

:dna: bp-ga algorithm implemented by pytorch

CLIMS

CLIMS: Cross Language Image Matching for Weakly Supervised Semantic Segmentation (CVPR 2022)

ContrastiveSeg

ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation

CRIS.pytorch

An official PyTorch implementation of the CRIS paper

ddpm-segmentation

Label-Efficient Semantic Segmentation with Diffusion Models (ICLR'2022)

DeepLab-v3-plus-cityscapes

mIOU=80.12 on cityscapes. My implementation of deeplabv3+ (also know as 'Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation' based on the dataset of cityscapes).

DiffSegmenter

Official implementation for "Diffusion Model is Secretly a Training-free Open Vocabulary Semantic Segmenter"

diffugen

Generating Labeled Image Datasets using Stable Diffusion Models

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

GenPercept

GenPercept: Diffusion Models Trained with Large Data Are Transferable Visual Models

HRNet-Semantic-Segmentation

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

K-Net

[NeurIPS2021] Code Release of K-Net: Towards Unified Image Segmentation

listen1_mobile

one for all free music in china (iOS, Android)

Marigold

[CVPR 2024 - Oral] Marigold: Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation

Mask2Former

Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"

MaskDiffusion

Code for ''MaskDiffusion: Exploiting Pre-trained Diffusion Models for Semantic Segmentation''

NOAH

Searching prompt modules for parameter-efficient transfer learning.

OASIS

Official implementation of the paper "You Only Need Adversarial Supervision for Semantic Image Synthesis" (ICLR 2021)

openseg.pytorch

The official Pytorch implementation of OCNet series and SegFix.

paint-with-words-sd

Implementation of Paint-with-words with Stable Diffusion : method from eDiffi that let you generate image from text-labeled segmentation map.

PGC

Pyramid geometric consistency learning for semantic segmentation

pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

relreps

Relative representations can be leveraged to enable solving tasks regarding "latent communication": from zero-shot model stitching to latent space comparison between diverse settings.

seaborn-data

Data repository for seaborn examples

segmenter

[ICCV2021] Official PyTorch implementation of Segmenter: Transformer for Semantic Segmentation

SPADE

Semantic Image Synthesis with SPADE

sssegmentation

sssegmentation is a general framework for our research on strongly supervised semantic segmentation.

stable-diffusion-finetune

ViT-Adapter

Vision Transformer Adapter for Dense Predictions