Research Experience

Surface Defect Detection: Paper & Dataset

   https://github.com/Charmve/Surface-Defect-Detection

Constantly summarizing open source dataset and important critical papers in the field of surface defect research are very important. NEU-CLS, elpv-dataset, KolektorSDD, DeepPCB, AITEX, DAGM 2007, Cracks on the surface of the construction, Magnetic Tile, RSDDs Kylberg Texture, etc.

Mirror & Glass Detection in Real-world Scenes

  https://github.com/Charmve/Mirror-Glass-Detection

I'm more interested in detecting general glass surfaces that may not possess any special properties, and am developing computational models for automatic detection and segmentation of mirror and transparent glass surfaces. Thanks for cs.cityu.edu.hk.

SNE-RoadSeg2: Accurate Freespace Detection

  https://github.com/Charmve/SNE-RoadSeg2

PyTorch implementation of SNE-RoadSeg: Incorporating Surface Normal Information into Semantic Segmentation for Accurate Freespace Detection [Paper]

PaperWeeklyAI

  https://github.com/Charmve/PaperWeeklyAI

📚「MaiweiAI」Studying papers in the fields of computer vision, NLP, and machine learning algorithms every week.

Light Cube: A Design of 3D Dynamic Display System Based on Voice Control

  https://github.com/Charmve/Design-of-a-3D-Dynamic-Display-System-Based-on-Voice-Control

In this paper, a 3D dynamic display system based on voice control is presented, which solves the existing light cube display color single, low resolution, poor human-computer interaction performance, complex design, high cost, etc. [PDF Chinese]

Bluetooth LE-Security: Method, Tools and Stack

  https://github.com/Charmve/BLE-Security-Attack-Defence

The dangers of Bluetooth Low Energy(BLE) implementations: Unveiling zero day vulnerabilities and security flaws in modern Bluetooth LE stacks.

 

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