102
PawMatchAI
๐พ
Smart Dog Breed Detection, Comparison, and Matching Tool
Doron Adler PRO
Norod78
AI & ML interests
Fooling around with Generative machine learning models.
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6 days ago
DawnC/PawMatchAI
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valentinocc/dog-breed-classifier
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PawMatchAI โ Now with SBERT-Powered Recommendations! ๐ถโจ
โญ๏ธ NEW: Description-based recommendations are here!
Just type in your lifestyle or preferences (e.g. โI live in an apartment and want a quiet dogโ), and PawMatchAI uses SBERT semantic embeddings to understand your needs and suggest compatible breeds.
What can PawMatchAI do today?
๐ธ Upload a photo to identify your dog from 124 breeds with detailed info.
โ๏ธ Compare two breeds side-by-side, from grooming needs to health insights.
๐ Visualize breed traits with radar and comparison charts.
๐จ Try Style Transfer to turn your dogโs photo into anime, watercolor, cyberpunk, and more.
Whatโs next?
๐ฏ More fine-tuned recommendations.
๐ฑ Mobile-friendly deployment.
๐พ Expansion to additional species.
My goal:
To make breed discovery not only accurate but also interactive and fun โ combining computer vision, semantic understanding, and creativity to help people find their perfect companion.
๐ Try it here:
DawnC/PawMatchAI
If you enjoy PawMatchAI, please give the project a โค๏ธ โ it really helps and keeps me motivated to keep improving!
#ComputerVision #SBERT #DeepLearning #MachineLearning #TechForLife
โญ๏ธ NEW: Description-based recommendations are here!
Just type in your lifestyle or preferences (e.g. โI live in an apartment and want a quiet dogโ), and PawMatchAI uses SBERT semantic embeddings to understand your needs and suggest compatible breeds.
What can PawMatchAI do today?
๐ธ Upload a photo to identify your dog from 124 breeds with detailed info.
โ๏ธ Compare two breeds side-by-side, from grooming needs to health insights.
๐ Visualize breed traits with radar and comparison charts.
๐จ Try Style Transfer to turn your dogโs photo into anime, watercolor, cyberpunk, and more.
Whatโs next?
๐ฏ More fine-tuned recommendations.
๐ฑ Mobile-friendly deployment.
๐พ Expansion to additional species.
My goal:
To make breed discovery not only accurate but also interactive and fun โ combining computer vision, semantic understanding, and creativity to help people find their perfect companion.
๐ Try it here:
DawnC/PawMatchAI
If you enjoy PawMatchAI, please give the project a โค๏ธ โ it really helps and keeps me motivated to keep improving!
#ComputerVision #SBERT #DeepLearning #MachineLearning #TechForLife
liked
2
models
8 days ago
The MobileCLIP2-S0 checkpoint seems to have issues
#2 opened 8 days ago
by
Norod78
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16 days ago
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Okay this is insane... WebGPU-accelerated semantic video tracking, powered by DINOv3 and Transformers.js! ๐คฏ
Demo (+ source code): webml-community/DINOv3-video-tracking
This will revolutionize AI-powered video editors... which can now run 100% locally in your browser, no server inference required (costs $0)! ๐
How does it work? ๐ค
1๏ธโฃ Generate and cache image features for each frame
2๏ธโฃ Create a list of embeddings for selected patch(es)
3๏ธโฃ Compute cosine similarity between each patch and the selected patch(es)
4๏ธโฃ Highlight those whose score is above some threshold
... et voilร ! ๐ฅณ
You can also make selections across frames to improve temporal consistency! This is super useful if the object changes its appearance slightly throughout the video.
Excited to see what the community builds with it!
Demo (+ source code): webml-community/DINOv3-video-tracking
This will revolutionize AI-powered video editors... which can now run 100% locally in your browser, no server inference required (costs $0)! ๐
How does it work? ๐ค
1๏ธโฃ Generate and cache image features for each frame
2๏ธโฃ Create a list of embeddings for selected patch(es)
3๏ธโฃ Compute cosine similarity between each patch and the selected patch(es)
4๏ธโฃ Highlight those whose score is above some threshold
... et voilร ! ๐ฅณ
You can also make selections across frames to improve temporal consistency! This is super useful if the object changes its appearance slightly throughout the video.
Excited to see what the community builds with it!
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Want to quickly try Gemma 3 270m? ๐๐ฌ
I made a simple Space to do that: anakin87/gemma-3-270m-it
โก Fast: Flash Attention, Zero GPU
โ๏ธ Configurable
I made a simple Space to do that: anakin87/gemma-3-270m-it
โก Fast: Flash Attention, Zero GPU
โ๏ธ Configurable