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YOLO-World Alternatives
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SaaSHub
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YOLO-World reviews and mentions
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A History of CLIP Model Training Data Advances
2024 is shaping up to be the year of multimodal machine learning. From real-time text-to-image models and open-world vocabulary models to multimodal large language models like GPT-4V and Gemini Pro Vision, AI is primed for an unprecedented array of interactive multimodal applications and experiences.
- FLaNK Stack Weekly 19 Feb 2024
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Making My Bookshelves Clickable
Post author here. I like this idea. I plan to explore it and make a more generic solution. I'd love to have a point-and-click interface for annotating scenes.
For example, I'd like to be able to click on pieces of coffee equipment in a photo of my coffee setup so I can add sticky note annotations when you hover over each item.
For the bookshelves idea specifically, I would love to have a correction system in place. The problem isn't so much SAM as it is Grounding DINO, the model I'm using for object identification. I then pass each identified region to SAM and map the segmentation mask to the box.
Grounding DINO detects a lot of book spines, but often misses 1-2. I am planning to try out YOLO-World (https://github.com/AILab-CVC/YOLO-World), which, in my limited testing, performs better for this task.
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A note from our sponsor - SaaSHub
www.saashub.com | 27 Apr 2024
Stats
AILab-CVC/YOLO-World is an open source project licensed under GNU General Public License v3.0 only which is an OSI approved license.
The primary programming language of YOLO-World is Jupyter Notebook.
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