Trials, Errors, and Breakthroughs: Our Rocky Road to OVD SOTA with Reinforcement Learning
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AI & ML interests
Multimodal AI, Agents
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Om AI Lab is a passionate group building multimodal AI agents that reshape our work and life.
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ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration
Paper • 2411.16044 • Published • 2 -
OmChat: A Recipe to Train Multimodal Language Models with Strong Long Context and Video Understanding
Paper • 2407.04923 • Published • 2 -
OmDet: Large-scale vision-language multi-dataset pre-training with multimodal detection network
Paper • 2209.05946 • Published • 2 -
VL-CheckList: Evaluating Pre-trained Vision-Language Models with Objects, Attributes and Relations
Paper • 2207.00221 • Published • 2
A collection of VLM-R1 Models
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ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration
Paper • 2411.16044 • Published • 2 -
OmChat: A Recipe to Train Multimodal Language Models with Strong Long Context and Video Understanding
Paper • 2407.04923 • Published • 2 -
OmDet: Large-scale vision-language multi-dataset pre-training with multimodal detection network
Paper • 2209.05946 • Published • 2 -
VL-CheckList: Evaluating Pre-trained Vision-Language Models with Objects, Attributes and Relations
Paper • 2207.00221 • Published • 2
spaces
4
pinned
Running
16
Open Agent Leaderboard
🥇
Open Agent Leaderboard
Running
on
Zero
70
VLM R1 Referral Expression
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Mark regions in images based on text descriptions
Sleeping
1
OmAgent
💬
Process and answer questions about webpage videos
Running
on
Zero
16
VLM R1 OVD
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VLM-R1 model for Open-Vocabulary Object Detection
models
7
omlab/ImageRAG
Updated
omlab/VLM-R1-Qwen2.5VL-3B-Math-0305
Visual Question Answering
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4B
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Updated
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1.53k
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5
omlab/Qwen2.5VL-3B-VLM-R1-REC-500steps
Zero-Shot Object Detection
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4B
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Updated
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1.45k
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23
omlab/VLM-R1-Qwen2.5VL-3B-OVD-0321
Zero-Shot Object Detection
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4B
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Updated
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1.84k
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18
omlab/omdet-turbo-swin-tiny-hf
Zero-Shot Object Detection
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0.1B
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Updated
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39.4k
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34
omlab/omchat-v2.0-13B-single-beta_hf
13B
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Updated
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44
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5
omlab/OmDet-Turbo_tiny_SWIN_T
Zero-Shot Object Detection
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Updated
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8