Owner

lxtGH

14 indexed repositories · View on GitHub

OMG-Seg
Official Repo For OMG-LLaVA and OMG-Seg codebase [CVPR-24 and NeurIPS-24]

Python · 1354 stars
OctaveConv_pytorch
Pytorch implementation of newly added convolution

Python · 581 stars
SFSegNets
[ECCV-2020-oral]-Semantic Flow for Fast and Accurate Scene Parsing

Python · 387 stars
DecoupleSegNets
[ECCV-2020]: Improving Semantic Segmentation via Decoupled Body and Edge Supervision

Python · 377 stars
GALD-DGCNet
Source code and model GALD net (BMVC-2019) and Dual-Seg Net (BMVC-2019)

Python · 348 stars
CAE
This is a PyTorch implementation of “Context AutoEncoder for Self-Supervised Representation Learning"

Python · 198 stars
Video-K-Net
[CVPR-2022 (oral)]-Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation

Python · 158 stars
DenseWorld-1M
Code and dataset link for "DenseWorld-1M: Towards Detailed Dense Grounded Caption in the Real World"

129 stars
PFSegNets
PointFlow (CVPR-2021)

Python · 125 stars
Tube-Link
[ICCV-2023]-Universal Video Segmentaion For VSS, VPS and VIS

Python · 109 stars
dfn_seg
Implementation of Paper Learning a Discriminative Feature Network for Semantic Segmentation (CVPR2018)(face++)

Python · 73 stars
Panoptic-PartFormer
[ECCV-2022] The First Unified End-to-End System for Panoptic Part Segmentation

Python · 63 stars
BSSeg
BoundarySqueeze: Image Segmentation as Boundary Squeezing

Python · 56 stars
AI_challenger_Chinese_Caption
Repository for image caption for Chinese

Jupyter Notebook · 28 stars

Beginner friendly Everything

Open All

Verify evals on Papers with Code Open

Difficulty 2/5 1-3 hours Newbie friendliness 48/100

lxtGH/OMG-Seg#77 · Opened Jul 23, 2026
低分辨率的特征图直接参与生成门控吗 Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

lxtGH/SFSegNets#82 · 1 comment · Opened Apr 8, 2026
【小白求助】Novice Seeking Help:Demo 可运行但结果与论文差异大，求复现成功的大佬分享 pip list（ Demo Runs but Results Differ Greatly from Paper, Seeking pip list from Successful Reproducers）小白求助：与论文结果相差较大的原因 Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

lxtGH/OMG-Seg#76 · Opened Oct 15, 2025
image_demo.py does not use inference result (result) Open

Difficulty 2/5 1-3 hours Newbie friendliness 58/100

lxtGH/Panoptic-PartFormer#6 · Opened Sep 18, 2025
How many months did you put to generate the this benchmarks, I am just curious, if I can finish a similar work during a internship period Open

Difficulty 1/5 Under an hour Newbie friendliness 10/100

lxtGH/DenseWorld-1M#8 · 1 comment · Opened Aug 27, 2025
Details about Post-training with denseworld. Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

lxtGH/DenseWorld-1M#7 · 1 comment · Opened Aug 27, 2025
I encountered an issue while preparing the training environment for omg-llava Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

lxtGH/OMG-Seg#73 · Opened Aug 25, 2025
Hi habibi, when will u open source, can't do research without u~~ Open

Difficulty 5/5 Over a week Newbie friendliness 10/100

lxtGH/DenseWorld-1M#6 · 2 comments · Opened Aug 22, 2025
plan to release the pipeline code and dataset? Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

lxtGH/DenseWorld-1M#5 · 3 comments · Opened Aug 18, 2025
Dataset release Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

lxtGH/DenseWorld-1M#3 · 2 comments · Opened Jul 31, 2025
Code for 3 stage pipeline Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

lxtGH/DenseWorld-1M#2 · 2 comments · 3 reactions · Opened Jul 9, 2025
where is the code of perception prior embedding strategy Open

Difficulty 2/5 1-3 hours Newbie friendliness 20/100

lxtGH/OMG-Seg#72 · Opened Jul 4, 2025
Dataset Release Date Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

lxtGH/DenseWorld-1M#1 · 3 comments · 4 reactions · Opened Jul 1, 2025
When l running OMG-Seg/Demo/image_demo.py occur error Open

Difficulty 3/5 1-2 days Newbie friendliness 42/100

lxtGH/OMG-Seg#70 · Opened Apr 21, 2025
huggingface demo down Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

lxtGH/OMG-Seg#69 · Opened Apr 19, 2025
On the unfreezing of part of the structure of the CLIP for training Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

lxtGH/OMG-Seg#68 · Opened Apr 18, 2025
Exception: Cannot find valid image after 1000! Please check your image path and pipeline Open

Difficulty 4/5 3-5 days Newbie friendliness 32/100

lxtGH/OMG-Seg#65 · 1 comment · Opened Jan 13, 2025
ov_classifier_name Open

Difficulty 2/5 1-3 hours Newbie friendliness 25/100

lxtGH/OMG-Seg#64 · Opened Jan 9, 2025
KeyError: 'Mask2FormerVideoCustomMatching is not in the models registry' Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

lxtGH/Tube-Link#13 · Opened Dec 26, 2024
code of the interactive mode Open

Difficulty 1/5 Under an hour Newbie friendliness 35/100

lxtGH/OMG-Seg#63 · Opened Dec 18, 2024
something is wrong to convert Cityscapes to a Coco-style command line Open

Difficulty 1/5 Under an hour Newbie friendliness 48/100

lxtGH/OMG-Seg#62 · Opened Dec 11, 2024
Python Env Setup | omg-llava | mismatched peft | mmengine bug Open

Difficulty 3/5 1-2 days Newbie friendliness 48/100

lxtGH/OMG-Seg#61 · 1 comment · Opened Dec 10, 2024
omg-llava inference and training: path to config and model files Open

Difficulty 3/5 1-2 days Newbie friendliness 38/100

lxtGH/OMG-Seg#60 · Opened Dec 10, 2024
omg-llava inference demo request Open

Difficulty 3/5 1-2 days Newbie friendliness 42/100

lxtGH/OMG-Seg#59 · Opened Dec 9, 2024
run image_demo.py Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

lxtGH/OMG-Seg#58 · Opened Dec 2, 2024
SFNet_Lite模型并没有找到 Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

lxtGH/SFSegNets#81 · 1 comment · Opened Nov 27, 2024
support for semantic segmentaion Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

lxtGH/OMG-Seg#57 · Opened Nov 25, 2024
UserWarning: Grad strides do not match bucket view strides. Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

lxtGH/CAE#19 · Opened Oct 17, 2024
omg-llava在区域性交互 Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

lxtGH/OMG-Seg#54 · 1 comment · Opened Oct 10, 2024
GCG推理时无法批处理 Open

Difficulty 3/5 1-2 days Newbie friendliness 38/100

lxtGH/OMG-Seg#52 · Opened Sep 24, 2024
Beam search in inference Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

lxtGH/OMG-Seg#50 · Opened Sep 18, 2024
How to make LLM output object-centered visual annotations without decoding the LLM's output, so that it does not generate text but only produces segmented images. Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

lxtGH/OMG-Seg#44 · Opened Sep 1, 2024
Changing vocabulary Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 25/100

lxtGH/OMG-Seg#42 · 1 comment · Opened Aug 29, 2024
About visual prompt object queries Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

lxtGH/OMG-Seg#41 · Opened Aug 27, 2024
GCG evaluation error Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

lxtGH/OMG-Seg#40 · Opened Aug 26, 2024
Position Embedding issue on COCO segmentation Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

lxtGH/CAE#18 · Opened Jul 10, 2024
使用训练好的模型也需要mapillary数据吗 Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

lxtGH/SFSegNets#80 · Opened Jun 25, 2024
nn文件夹下没有contour_point_gcn Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

lxtGH/PFSegNets#22 · Opened Apr 24, 2024
请问怎样测试速度 Open

Difficulty 2/5 1-3 hours Newbie friendliness 25/100

lxtGH/SFSegNets#79 · 1 comment · Opened Apr 7, 2024
The evaluate method of VIPSeg Dataset is not implemented Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

lxtGH/Video-K-Net#9 · Opened Mar 21, 2024
file not found error Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

lxtGH/GALD-DGCNet#28 · Opened Dec 27, 2023
Visularization of the results Open

good first issue

Difficulty 3/5 1-2 days Newbie friendliness 25/100

lxtGH/Tube-Link#8 · 1 comment · Opened Oct 7, 2023
Demo visualization error Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

lxtGH/Panoptic-PartFormer#5 · Opened Apr 24, 2023
The weights after fine-tuning on ImageNet1K Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

lxtGH/CAE#16 · 1 comment · Opened Apr 20, 2023
Downstream Task Object Detection Model Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

lxtGH/CAE#15 · 1 comment · Opened Mar 28, 2023
Vit-S pretraining ckpt Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

lxtGH/CAE#12 · 1 comment · Opened Jan 28, 2023
Much Lower performance on ResNet101, scripts for reproducing needed on ResNet101 Open

Difficulty 4/5 3-5 days Newbie friendliness 28/100

lxtGH/DecoupleSegNets#39 · 2 comments · Opened Jan 22, 2023
Request for clarification on implementation Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

lxtGH/CAE#10 · 5 comments · Opened Jan 11, 2023
About the results on VSPW dataset Open

Difficulty 4/5 3-5 days Newbie friendliness 30/100

lxtGH/Video-K-Net#5 · 1 comment · Opened Jan 9, 2023
The paper for GALD-Net-v2 Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

lxtGH/GALD-DGCNet#27 · Opened Nov 25, 2022

lxtGH

Get new issues in your inbox