GeezerVison is showing github.com — Sharpiless - Overview
2022~2028 Ph.D. student | 3D Vision
- 🌐 My research focuses on 3D Computer Vision, Geometric Learning, and Robust Visual Perception.
- 📐 Exploring Depth Estimation & Completion, Optical Flow, Stereo Matching, and Dense Feature Matching.
- 🧩 Interested in Foundation Models, Knowledge Distillation, and Data-free Knowledge Transfer.
- 🏗️ Investigating Scalable Data Synthesis and 3D-aware Data Generation for robust visual learning.
- 🎨 Exploring 3D Generative Models, Novel View Synthesis, and Diffusion Models.
- 💡 Passionate about bridging 3D Geometry, Representation Learning, and Real-world Applications.
- ⭐ Feel free to explore my repositories and star anything you find useful!
| 🌐 3D Vision & Geometry |
🧩 Foundation Models |
📐 Geometric Matching |
| Depth Estimation & Completion |
Knowledge Distillation |
Optical Flow Estimation |
| 3D Reconstruction & Perception |
Data-free Knowledge Transfer |
Stereo & Dense Matching |
| 🎨 3D Generative Models |
🏗️ Scalable Data Synthesis |
🛡️ Robust Visual Learning |
| Novel View Synthesis |
3D-aware Data Generation |
Zero-shot Generalization |
| Diffusion & 3D Generation |
Synthetic-to-Real Learning |
Multi-modal Perception |
📚 Research & Publications
My research explores the intersection of 3D Geometry, Foundation Models, Data Synthesis, and Robust Visual Learning.
✨ Keep Learning · Keep Coding · Keep Exploring
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Official Code of "[ICCV 2023] MPI-Flow: Learning Realistic Optical Flow with Multiplane Images"
Python
66
2
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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
289
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Yolov5 distillation training | Yolov5知识蒸馏训练,支持训练自己的数据
Python
226
31
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1st Place on KITTI Depth Completion Leaderboard, Official Code of "[CVPR 2025] Distilling Monocular Foundation Model for Fine-grained Depth Completion"
Python
107
9
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Official implementation of our ICCV'25 paper "Learning Dense Feature Matching via Lifting Single 2D Image to 3D Space"
Python
72
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1st Place on KITTI Depth Completion Leaderboard, Official Code of "[CVPR 2025] Distilling Monocular Foundation Model for Fine-grained Depth Completion"
Python
16
1
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