Alternatives and similar repositories for ViLLa:

Users that are interested in ViLLa are comparing it to the libraries listed below

• Rubics-Xuan / MRES
  This repo holds the official code and data for "Unveiling Parts Beyond Objects: Towards Finer-Granularity Referring Expression Segmentati…
  ☆67Updated 10 months ago
• congvvc / InstructSeg
  Official implementation of "InstructSeg: Unifying Instructed Visual Segmentation with Multi-modal Large Language Models"
  ☆35Updated 2 months ago
• yxchng / mask-grounding
  ☆25Updated 9 months ago
• cilinyan / ReVOS-api
  [ECCV24] VISA: Reasoning Video Object Segmentation via Large Language Model
  ☆15Updated 9 months ago
• showlab / VideoLISA
  [NeurlPS 2024] One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos
  ☆113Updated 3 months ago
• mbzuai-oryx / VideoGLaMM
  [CVPR 2025 🔥]A Large Multimodal Model for Pixel-Level Visual Grounding in Videos
  ☆57Updated last week
• clownrat6 / OpenVIS
  Open-vocabulary Video Instance Segmentation Codebase built upon Detectron2, which is really easy to use.
  ☆22Updated 3 months ago
• buxiangzhiren / VD-IT
  ☆41Updated 6 months ago
• RobertLuo1 / NeurIPS2023_SOC
  [NeurIPS 2023] The official implementation of SOC: Semantic-Assisted Object Cluster for Referring Video Object Segmentation
  ☆31Updated last year
• callsys / ControlCap
  [ECCV 2024] ControlCap: Controllable Region-level Captioning
  ☆74Updated 5 months ago
• AI-Application-and-Integration-Lab / SAM4MLLM
  SAM4MLLM: Enhance Multi-Modal Large Language Model for Referring Expression Segmentation, 2024
  ☆25Updated last month
• yongliu20 / SCAN
  [CVPR 2024] The repository contains the official implementation of "Open-Vocabulary Segmentation with Semantic-Assisted Calibration"
  ☆70Updated 6 months ago
• Tavarich / Awesome-Referring-Video-Object-Segmentation
  A list of referring video object segmentation papers
  ☆32Updated last week
• lizhou-cs / mglmm
  ☆30Updated 6 months ago
• yingsen1 / UniMD
  UniMD: Towards Unifying Moment retrieval and temporal action Detection
  ☆44Updated 9 months ago
• HVision-NKU / Cascade-CLIP
  Official implement of ICML2024 Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation
  ☆49Updated 8 months ago
• jianzongwu / robust-ref-seg
  (TIP 2024) Towards Robust Referring Image Segmentation
  ☆27Updated last year
• jianzongwu / betrayed-by-captions
  (ICCV 2023) Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation
  ☆47Updated 9 months ago
• baoxiaoyi / CoReS
  code for the paper "CoReS: Orchestrating the Dance of Reasoning and Segmentation"
  ☆15Updated last month
• wusize / F-LMM
  [CVPR2025] Code Release of F-LMM: Grounding Frozen Large Multimodal Models
  ☆83Updated 8 months ago
• TimeMarker-LLM / TimeMarker
  A Versatile Video-LLM for Long and Short Video Understanding with Superior Temporal Localization Ability
  ☆90Updated 4 months ago
• Visual-AI / PruneVid
  The official repository for paper "PruneVid: Visual Token Pruning for Efficient Video Large Language Models".
  ☆35Updated 2 months ago
• ruohaoguo / ovavss
  Official Implementation of "Open-Vocabulary Audio-Visual Semantic Segmentation" [ACM MM 2024 Oral].
  ☆25Updated 5 months ago
• haochenheheda / LVVIS
  Large-Vocabulary Video Instance Segmentation dataset
  ☆84Updated 9 months ago
• Visual-AI / FROSTER
  The official repository for ICLR2024 paper "FROSTER: Frozen CLIP is a Strong Teacher for Open-Vocabulary Action Recognition"
  ☆78Updated 3 months ago
• lxa9867 / R2VOS
  Robust Referring Video Object Segmentation with Cyclic Structural Consistency [ICCV 2023]
  ☆29Updated last year
• mc-lan / ProxyCLIP
  [ECCV2024] ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation
  ☆85Updated 3 weeks ago
• SuleBai / SC-CLIP
  The repository contains the official implementation of "Self-Calibrated CLIP for Training-Free Open-Vocabulary Segmentation"
  ☆40Updated last month
• PolyU-ChenLab / ETBench
  👾 E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding (NeurIPS 2024)
  ☆57Updated 3 months ago
• liuting20 / SwimVG
  Transactions on Multimedia (TMM25)
  ☆12Updated last week