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Makar Vlasov

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reacted to merve's post with 👍 3 days ago

A real-time object detector much faster and accurate than YOLO with Apache 2.0 license just landed to Hugging Face transformers 🔥 D-FINE is the sota real-time object detector that runs on T4 (free Colab) 🤩 > Collection with all checkpoints and demo https://huggingface.co/collections/ustc-community/d-fine-68109b427cbe6ee36b4e7352 Notebooks: > Tracking https://github.com/qubvel/transformers-notebooks/blob/main/notebooks/DFine_tracking.ipynb > Inference https://github.com/qubvel/transformers-notebooks/blob/main/notebooks/DFine_inference.ipynb > Fine-tuning https://github.com/qubvel/transformers-notebooks/blob/main/notebooks/DFine_finetune_on_a_custom_dataset.ipynb h/t @vladislavbro @qubvel-hf @ariG23498 and the authors of the paper 🎩 Regular object detectors attempt to predict bounding boxes in (x, y, w, h) pixel perfect coordinates, which is very rigid and hard to solve 🥲☹️ D-FINE formulates object detection as a distribution for bounding box coordinates, refines them iteratively, and it's more accurate 🤩 Another core idea behind this model is Global Optimal Localization Self-Distillation ⤵️ this model uses final layer's distribution output (sort of like a teacher) to distill to earlier layers to make early layers more performant.

reacted to samihalawa's post with 🔥 4 days ago

HELLO GUYS 🚀 Just released my first MCP: VUDA – Visual UI Debug Agent Ever been stuck debugging buttons that don’t work? Broken flows? Inconsistent UI behavior? VUDA sees it, clicks it, fixes it. An automated visual debug agent that inspects, validates, and repairs your UI — like magic 🧠✨ Better that any other playwright / puppeteer. 🔧 Install now via Smithery: npx -y @smithery/cli@latest install @samihalawa/visual-ui-debug-agent-mcp --client cursor ⸻ Want a shorter alt for social media too?

liked a Space 10 days ago

Qwen/Qwen3-Demo

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