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Xunzhe Blog
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A post-90s computer vision engineer's blog.
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14
Computer Vision
6
Deep Learning
6
Machine Learning
5
C++
4
CUDA
3
GPU
3
Object Detection
2
CMAKE
1
CRAFT
1
Clustering
1
Convolutional Neural Network
1
Data Scientist
1
EAST
1
Facial Landmarks
1
LibTorch
1
OCR
1
Object Detector
1
Point Cloud
1
Segmentation
1
Tesseract
1
Text Detection
1
Text Recognition
1
2021
PointCloud Processing
"Deep learning in 3D PointCloud"
2020
Semantic Segmentation
"Review of semantic & instance segmentation"
Single Stage Object Detection
"Create a custom single-stage detector"
OCR Demo: Automatic Number Plate Recognitions
"Roubut OCR pipeline using CRAFT & Tesseract"
Using YOLO v3 & v4 to Train Custom Object
"YOLO v3 v4 training on Colab"
Fundamentals of Object Detection Reviews
"Basic Object Detection Notebooks"
LibTorch on Local System
"Cmake for compiling LibTorch code"
Accelerated Computing (III)
"Asynchronous Streaming, and Visual Profiling with CUDA C/C++"
Accelerated Computing (II)
"Managing Accelerated Application Memory with CUDA Unified Memory and nsys"
Accelerated Computing (I)
"Accelerating Applications with CUDA C/C++"
Facial Landmarks Detection
"CV applications for facial landmarks"
Clustering: K-Means, DBSCAN
"Implementation of clustering algorithm"
MobileNet v1 & v2
"A lite convolutional neural net model"
Bagging vs Boosting, and Random Forest
"Ensemble learning techniques: bagging & boosting"