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…
  ☆69Updated 11 months ago
• congvvc / InstructSeg
  Official implementation of "InstructSeg: Unifying Instructed Visual Segmentation with Multi-modal Large Language Models"
  ☆36Updated 3 months ago
• showlab / VideoLISA
  [NeurlPS 2024] One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos
  ☆116Updated 4 months ago
• yxchng / mask-grounding
  ☆25Updated 9 months ago
• Tavarich / Awesome-Referring-Video-Object-Segmentation
  A list of referring video object segmentation papers
  ☆35Updated 3 weeks ago
• AI-Application-and-Integration-Lab / SAM4MLLM
  SAM4MLLM: Enhance Multi-Modal Large Language Model for Referring Expression Segmentation, 2024
  ☆27Updated last month
• buxiangzhiren / VD-IT
  ☆42Updated 7 months ago
• Visual-AI / FROSTER
  The official repository for ICLR2024 paper "FROSTER: Frozen CLIP is a Strong Teacher for Open-Vocabulary Action Recognition"
  ☆79Updated 3 months ago
• lizhou-cs / mglmm
  ☆30Updated 7 months ago
• mbzuai-oryx / VideoGLaMM
  [CVPR 2025 🔥]A Large Multimodal Model for Pixel-Level Visual Grounding in Videos
  ☆64Updated 3 weeks ago
• yingsen1 / UniMD
  UniMD: Towards Unifying Moment retrieval and temporal action Detection
  ☆46Updated 10 months ago
• callsys / ControlCap
  [ECCV 2024] ControlCap: Controllable Region-level Captioning
  ☆74Updated 6 months ago
• wusize / F-LMM
  [CVPR2025] Code Release of F-LMM: Grounding Frozen Large Multimodal Models
  ☆86Updated 9 months ago
• clownrat6 / OpenVIS
  Open-vocabulary Video Instance Segmentation Codebase built upon Detectron2, which is really easy to use.
  ☆23Updated 4 months ago
• Visual-AI / PruneVid
  The official repository for paper "PruneVid: Visual Token Pruning for Efficient Video Large Language Models".
  ☆38Updated 2 months ago
• baoxiaoyi / CoReS
  code for the paper "CoReS: Orchestrating the Dance of Reasoning and Segmentation"
  ☆15Updated 2 months ago
• TimeMarker-LLM / TimeMarker
  A Versatile Video-LLM for Long and Short Video Understanding with Superior Temporal Localization Ability
  ☆93Updated 5 months ago
• jiawen-zhu / TrackGPT
  Tracking with Human-Intent Reasoning
  ☆70Updated 6 months ago
• HVision-NKU / Cascade-CLIP
  Official implement of ICML2024 Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation
  ☆50Updated 8 months ago
• yongliu20 / UniLSeg
  [CVPR 2024] Official implementation of "Universal Segmentation at Arbitrary Granularity with Language Instruction"
  ☆86Updated 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
• Hon-Wong / Elysium
  [ECCV 2024] Elysium: Exploring Object-level Perception in Videos via MLLM
  ☆73Updated 6 months ago
• DongSky / MR-GDINO
  ☆43Updated 4 months ago
• mightyzau / RegionBLIP
  ☆58Updated last year
• yongliu20 / SCAN
  [CVPR 2024] The repository contains the official implementation of "Open-Vocabulary Segmentation with Semantic-Assisted Calibration"
  ☆70Updated 7 months ago
• SuleBai / SC-CLIP
  The repository contains the official implementation of "Self-Calibrated CLIP for Training-Free Open-Vocabulary Segmentation"
  ☆40Updated 2 months ago
• yoxu515 / VIPOSeg-Benchmark
  The benchmark for "Video Object Segmentation in Panoptic Wild Scenes".
  ☆12Updated last year
• ruohaoguo / ovavss
  Official Implementation of "Open-Vocabulary Audio-Visual Semantic Segmentation" [ACM MM 2024 Oral].
  ☆26Updated 6 months ago
• cilinyan / ReVOS-api
  [ECCV24] VISA: Reasoning Video Object Segmentation via Large Language Model
  ☆16Updated 9 months ago
• PolyU-ChenLab / ETBench
  👾 E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding (NeurIPS 2024)
  ☆58Updated 3 months ago