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Sharpiless/README.md

👋 Hi, I'm Sharpiless

Typing SVG

🚀 About Me

  • 🔬 I'm currently working on Data-free Knowledge Transfer
  • 👁️ Exploring 3D Vision
  • 🌈 Researching Depth Estimation & RGB+X Multi-modal Learning
  • 🤖 Still interested in Diffusion Models, Autonomous Driving, Graph Networks, etc.
  • 💡 Interested in turning interesting research ideas into practical implementations
  • ⭐ Feel free to explore my repositories and star anything you find useful!

🧠 Research Interests

🔬 Knowledge Transfer 👁️ 3D Vision 🌈 RGB+X
Knowledge Distillation Depth Estimation Multi-modal Learning
Data-free Learning 3D Perception RGB-D / RGB-X
🌀 Generative Models 🚗 Autonomous Driving 🕸️ Graph Learning
Diffusion Models Detection & Tracking Graph Neural Networks
Generative AI Visual Perception Representation Learning

📊 GitHub Analytics


🏆 GitHub Trophy


🌟 Featured Projects


👀 Profile Views

Sharpiless Profile Views


💻 Coding

Coding GIF


🌐 Find Me


✨ Keep Learning · Keep Coding · Keep Exploring

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  1. MPI-Flow MPI-Flow Public

    Official Code of "[ICCV 2023] MPI-Flow: Learning Realistic Optical Flow with Multiplane Images"

    Python 65 2

  2. Yolov5-deepsort-inference Yolov5-deepsort-inference Public

    Yolov5 deepsort inference,使用YOLOv5+Deepsort实现车辆行人追踪和计数,代码封装成一个Detector类,更容易嵌入到自己的项目中

    Python 1.5k 288

  3. Yolov5-distillation-train-inference Yolov5-distillation-train-inference Public

    Yolov5 distillation training | Yolov5知识蒸馏训练,支持训练自己的数据

    Python 228 31

  4. DMD3C DMD3C Public

    1st Place on KITTI Depth Completion Leaderboard, Official Code of "[CVPR 2025] Distilling Monocular Foundation Model for Fine-grained Depth Completion"

    Python 108 10

  5. L2M L2M Public

    Official implementation of our ICCV'25 paper "Learning Dense Feature Matching via Lifting Single 2D Image to 3D Space"

    Python 71 1

  6. DMD3Cpp DMD3Cpp Public

    1st Place on KITTI Depth Completion Leaderboard, Official Code of "[CVPR 2025] Distilling Monocular Foundation Model for Fine-grained Depth Completion"

    Python 13 1