• Giải Tích 5
• Autoencoder 3
• Math4CV 18
• Gradient Descent 1
• OpenCV 17
• Object Detection 11
• Scikit image 1
• Object detection 4
• Transfer learning 1
• Feature Extractor 1
• Object Tracking 5
• Face Recognition 9
• MTCNN 5
• FaceNet 4
• FastAPI 1
• Loss Function 1
• Deploy Model 2
• Streamlit 2
• Heroku 1
• Python tutorial 5
• GUI Application 2
• YOLO 3
• dlib 4
• face_recognition 1
• Facial Landmarks 3
• Face Alignmnet 1
• OCR 3
• Tesseract 3
• EAST 1
• R-CNN 1
• Fast R-CNN 1
• FPN 1
• Classification 3
• Encoder-Decoder Network 2
• Image Segmentation 1
• GANs 3
• Đạo Hàm 4
• Linux 1
• Python 2

Giải Tích

• Cross entropy, Kullback Leibler divergence 2021-08-23
• Matrix calculus 2021-08-20
• Backpropagation với softmax và crossentropy 2021-08-17
• Đạo hàm của Softmax 2021-08-17
• Sự khác nhau giữa max và supremum 2021-01-09

Autoencoder

• Anomaly detection 2021-02-02
• Denoising autoencoder 2021-02-01
• Autoencoder 2021-01-29

Math4CV

• My note 2022-04-13
• Eigendecomposition của ma trận 2022-04-09
• Eigendecomposition of covariance matrix 2022-04-09
• Covariance matrix - Part 2 2022-04-04
• Covariance matrix - Part 1 2022-03-29
• Eigenvectors và eigenvalues 2022-03-21
• Không gian xác suất và biến ngẫu nhiên 2021-05-09
• [Math4CV-12] Trace của ma trận 2021-03-12
• [Math4CV-10] Square matrix 2021-03-10
• [Math4CV-9] Linear transformations 2021-03-09
• [Math4CV-8] Matrix multiplication 2021-03-08
• [Math4CV-7] Rows and columns of matrix. Transposition. Rank 2021-03-07
• [Math4CV-6] Vector space of matrices. Frobenius norm 2021-03-06
• [Math4CV-5] Orthogonal basis. Projection 2021-03-05
• [Math4CV-4] Linear dependence. Subspaces. Basis 2021-03-04
• [Math4CV-3] Euclidean spaces. Orthogonality 2021-03-03
• [Math4CV-2] Norm of vectors. Distance. Similarity 2021-03-02
• [Math4CV-1] Multidimensional vector spaces 2021-03-01

Gradient Descent

• Epochs, Batch size, Iterations 2021-04-26

OpenCV

• Text detection with Tesseract 2021-07-16
• Nhận diện văn bản với EAST và Tesseract OCR 2021-07-15
• Nhận diện văn bản với Tesseract OCR 2021-07-14
• Face Alignment Algorithm 2021-07-13
• Facial Landmarks với Dlib - Light version 2021-07-12
• Drowsiness detection 2021-07-11
• Facial Landmarks với Dlib và OpenCV 2021-07-10
• Object Tracking with Camshift 2021-06-16
• Object Tracking with Meanshift 2021-06-15
• SSD - Single Shot Multibox Detector 2021-06-14
• Multiple Object Tracking with OpenCV 2021-05-18
• Single Object Tracking with OpenCV 2021-05-17
• Object Tracking by Using Color 2021-05-10
• Turning CNN classifier into an object detector 2021-04-27
• Selective search for object detection 2021-04-27
• Sliding windows for Object Detection 2021-04-26
• Image pyramid with Python 2021-04-26

Object Detection

• mAP - mean Average Precision for Object Detection 2021-07-25
• RetinaNet Understanding 2021-07-25
• Feature Pyramid Network (FPN) Understanding 2021-07-24
• Fast R-CNN Understanding 2021-07-20
• R-CNN Understanding 2021-07-18
• YOLOv3 - Pre-trained Model 2021-07-06
• YOLOv3 Core Ideas 2021-07-06
• YOLOv2/YOLO9000 Core Ideas 2021-07-06
• YOLOv1 Core Ideas 2021-07-06
• SSD - Single Shot Multibox Detector 2021-06-14
• Image pyramid with Python 2021-04-26

Scikit image

• Image pyramid with Python 2021-04-26

Object detection

• Faster R-CNN 2021-07-29
• Turning CNN classifier into an object detector 2021-04-27
• Selective search for object detection 2021-04-27
• Sliding windows for Object Detection 2021-04-26

Transfer learning

• Transfer Learning 2021-04-26

Feature Extractor

• Transfer Learning 2021-04-26

Object Tracking

• Object Tracking with Camshift 2021-06-16
• Object Tracking with Meanshift 2021-06-15
• Multiple Object Tracking with OpenCV 2021-05-18
• Single Object Tracking with OpenCV 2021-05-17
• Object Tracking by Using Color 2021-05-10

Face Recognition

• Face Alignment Algorithm 2021-07-13
• Face Recognition with OpenCV and Deep Learning 2021-07-09
• Face Recognition with LBPs and OpenCV 2021-07-08
• Face Recognition là gì? 2021-07-07
• FaceNet 2021-06-25
• Face recognition with MTCNN and FaceNet 2021-06-20
• Face detection pre-trained MTCNN 2021-06-19
• Face detection with NN - MTCNN 2021-06-18
• Architecture MTCNN 2021-06-15

MTCNN

• FaceNet 2021-06-25
• Face recognition with MTCNN and FaceNet 2021-06-20
• Face detection pre-trained MTCNN 2021-06-19
• Face detection with NN - MTCNN 2021-06-18
• Architecture MTCNN 2021-06-15

FaceNet

• FaceNet 2021-06-25
• Face recognition with MTCNN and FaceNet 2021-06-20
• Face detection with NN - MTCNN 2021-06-18
• Architecture MTCNN 2021-06-15

FastAPI

• Xây dựng FastAPI cho mô hình Deep Learning 2021-06-28

Loss Function

• Binary crossentropy 2021-06-29

Deploy Model

• Deploy Deel Learning Model on Heroku with Streamlit 2021-07-01
• Introduction to Streamlit 2021-06-30

Streamlit

• Deploy Deel Learning Model on Heroku with Streamlit 2021-07-01
• Introduction to Streamlit 2021-06-30

Heroku

• Deploy Deel Learning Model on Heroku with Streamlit 2021-07-01

Python tutorial

• Lập trình hướng đối tượng với Python - Phần 2 2021-07-05
• Lập trình hướng đối tượng với Python - Phần 1 2021-07-04
• Tạo chương trình đơn giản với PyQt và Qt Designer 2021-07-03
• Introduction to PyQt 2021-07-03
• JSON with Python 2021-07-02

GUI Application

• Tạo chương trình đơn giản với PyQt và Qt Designer 2021-07-03
• Introduction to PyQt 2021-07-03

YOLO

• YOLOv3 - Pre-trained Model 2021-07-06
• YOLOv3 Core Ideas 2021-07-06
• YOLOv2/YOLO9000 Core Ideas 2021-07-06

dlib

• Facial Landmarks với Dlib - Light version 2021-07-12
• Drowsiness detection 2021-07-11
• Facial Landmarks với Dlib và OpenCV 2021-07-10
• Face Recognition with OpenCV and Deep Learning 2021-07-09

face_recognition

• Face Recognition with OpenCV and Deep Learning 2021-07-09

Facial Landmarks

• Facial Landmarks với Dlib - Light version 2021-07-12
• Drowsiness detection 2021-07-11
• Facial Landmarks với Dlib và OpenCV 2021-07-10

Face Alignmnet

• Face Alignment Algorithm 2021-07-13

OCR

• Text detection with Tesseract 2021-07-16
• Nhận diện văn bản với EAST và Tesseract OCR 2021-07-15
• Nhận diện văn bản với Tesseract OCR 2021-07-14

Tesseract

• Text detection with Tesseract 2021-07-16
• Nhận diện văn bản với EAST và Tesseract OCR 2021-07-15
• Nhận diện văn bản với Tesseract OCR 2021-07-14

EAST

• Nhận diện văn bản với EAST và Tesseract OCR 2021-07-15

R-CNN

• R-CNN Understanding 2021-07-18

Fast R-CNN

• Fast R-CNN Understanding 2021-07-20

FPN

• Feature Pyramid Network (FPN) Understanding 2021-07-24

Classification

• Multi-label classification 2022-03-07
• EfficientNet Understanding 2021-07-29
• MobileNet Understanding 2021-07-27

Encoder-Decoder Network

• U-Net 2021-08-02
• Transposed Convolution 2021-08-01

Image Segmentation

• U-Net 2021-08-02

GANs

• TF-IDF 2021-09-01
• Mô hình WGAN 2021-08-26
• Deep Convolutional GAN 2021-08-13

Đạo Hàm

• Cross entropy, Kullback Leibler divergence 2021-08-23
• Matrix calculus 2021-08-20
• Backpropagation với softmax và crossentropy 2021-08-17
• Đạo hàm của Softmax 2021-08-17

Linux

• Bash script 2022-04-19

Python

• Python Fundamentals 2022-06-13
• Python Fundamentals 2022-05-19