#VisionLanguageModel
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michabbb.bsky.social
Sub-1B #Vision Language Model: Introducing OmniVision-968M 🔍

#NexaAI introduces #OmniVision, 968M #VisionLanguageModel for edge devices with 9x token reduction & enhanced accuracy via #DPO. Based on #Qwen & #SigLIP architecture. Try demo on #HuggingFace

nexa.ai/blogs/omni-v...

#ai
OmniVision-968M: World's Smallest Vision Language Model
Pocket-size multimodal model with 9x token reduction for on-device deployment
nexa.ai
November 26, 2024 at 8:22 AM
hackernoon.com
Explore a collection of visualizations demonstrating the effectiveness of promptable and open-vocabulary segmentation across various datasets. #visionlanguagemodel
Visualizing Promptable and Open-Vocabulary Segmentation Across Multiple Datasets
hackernoon.com
November 13, 2024 at 6:00 PM
michabbb.bsky.social
#UITARS Desktop: The Future of Computer Control through Natural Language 🖥️

🎯 #ByteDance introduces GUI agent powered by #VisionLanguageModel for intuitive computer control

Code: lnkd.in/eNKasq56
Paper: lnkd.in/eN5UPQ6V
Models: lnkd.in/eVRAwA-9

#ai

🧵 ↓
January 22, 2025 at 6:34 PM
hackernoon.com
Uni-OVSeg combines CLIP, multi-scale pixel decoders, and visual prompts for effective open-vocabulary segmentation, boosting weakly-supervised learning. #visionlanguagemodel
Advanced Open-Vocabulary Segmentation with Uni-OVSeg
hackernoon.com
November 13, 2024 at 4:01 PM
hackernoon.com
Explore the datasets, including SA-1B and image-text pairs, used for training open-vocabulary segmentation. #visionlanguagemodel
Datasets and Evaluation Methods for Open-Vocabulary Segmentation Tasks
hackernoon.com
November 12, 2024 at 10:27 PM
hackernoon.com
Uni-OVSeg advances open-vocabulary segmentation, benefiting sectors like medical imaging and autonomous vehicles while addressing the risk of AI bias in dataset #visionlanguagemodel
Uni-OVSeg: A Step Towards Efficient and Bias-Resilient Vision Systems
hackernoon.com
November 12, 2024 at 10:27 PM
michabbb.bsky.social
#MistralAI Document #AI: Advanced #OCR solution for complex document processing 📄

📺 www.youtube.com/watch?v=yrx...

🔧 Fine-tuned #VisionLanguageModel specifically designed for document understanding beyond traditional #OCR limitations that plague most business workflows

🧵 👇
July 22, 2025 at 8:15 PM
arxivlens.bsky.social
A Pan-Organ Vision-Language Model for Generalizable 3D CT Representations
Beeche, C. A., Chen, T. et al.
Paper
Details
#3DCTRepresentations #VisionLanguageModel #MedicalImagingInnovation
July 4, 2025 at 9:01 AM
getnews-me.bsky.social
HiViS cuts the drafter’s prefill sequence to just 0.7%‑1.3% of the original input, delivering up to 2.65× faster inference without quality loss in multimodal AI. Read more: https://getnews.me/hivis-boosts-vision-language-model-speed-with-visual-token-hiding/ #hivis #visionlanguagemodel
HiViS Boosts Vision-Language Model Speed with Visual Token Hiding
September 30, 2025 at 3:59 PM
hackernoon.com
Get familiar with the open-vocabulary segmentation problem, where the aim is to segment images into masks associated with unseen semantic categories. #visionlanguagemodel
Defining Open-Vocabulary Segmentation: Problem Setup, Baseline, and the Uni-OVSeg Framework
hackernoon.com
November 12, 2024 at 10:27 PM
techchilli.bsky.social
Google DeepMind’s PaliGemma: A Small But Mighty Open-Source Vision-Language Model.

See here - techchilli.com/news/google-...

#GoogleDeepMind #PaliGemma #VisionLanguageModel #AI #TechInnovation #OpenSource #MachineLearning #AIEfficiency #TechTrends #FutureOfAI #ArtificialIntelligence
July 14, 2024 at 4:07 PM
hackernoon.com
Explore the evolution of segmentation techniques, from semantic to open-vocabulary segmentation, and the role of vision-language models in improving performance #visionlanguagemodel
The Future of Segmentation: Low-Cost Annotation Meets High Performance
hackernoon.com
November 12, 2024 at 10:27 PM
mpbontenbal.bsky.social
Can you ask questions about an image?

A 'Vision Language Model' links your question with the visual content of an image. It will generate a full response to your question.

#learnAI #VisionLanguageModel
April 17, 2025 at 11:38 AM
hackernoon.com
The baseline for open-vocabulary segmentation uses image-text and image-mask pairs with the CLIP model for feature extraction. #visionlanguagemodel
he Baseline and Uni-OVSeg Framework for Open-Vocabulary Segmentation
hackernoon.com
November 12, 2024 at 10:27 PM
hackernoon.com
Uni-OVSeg offers a breakthrough in open-vocabulary segmentation, reducing reliance on triplets and achieving superior performance, surpassing current models.
#visionlanguagemodel
Uni-OVSeg: Weakly-Supervised Open-Vocabulary Segmentation with Cutting-Edge Performance
hackernoon.com
November 12, 2024 at 10:27 PM
ronan.mastodon.ronandev.ovh.ap.brid.gy
Pour essayer Qwen2.5-VL :
1. Installer Ollama https://ollama.com/download
2. Télécharger/lancer le modèle : ollama run qwen2.5vl:7b
3. Exemple de prompt : Describe this picture /path/to/file.png

#opensource #vlm #llm #visionlanguagemodel
Download Ollama on macOS
Download Ollama for macOS
ollama.com
May 26, 2025 at 7:28 AM
hackernoon.com
Uni-OVSeg outperforms weakly-supervised and fully-supervised methods in open-vocabulary segmentation, showing superior results on datasets like PASCAL and COCO. #visionlanguagemodel
Uni-OVSeg Outperforms Weakly-Supervised and Fully-Supervised Methods in Open-Vocabulary Segmentation
hackernoon.com
November 12, 2024 at 10:27 PM
hackernoon.com
This evaluation explores promptable segmentation using uniform point grids and ground-truth bounding boxes across various datasets. #visionlanguagemodel
Evaluating Promptable Segmentation with Uniform Point Grids and Bounding Boxes on Diverse Datasets
hackernoon.com
November 13, 2024 at 5:00 PM