Computer Vision
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OpenCV Tutorial
Custom dataset
Image Classification
- k-NN classifier for image classification
- Image classification with Keras and deep learning
- Deep learning, hydroponics, and medical marijuana - 深度學習幫助水耕栽種
- Keras + Train CNN
- Keras Tutorial: How to get started with Keras, Deep Learning, and Python
- Installing Keras and other dependencies on your system
- Loading your data from disk
- Creating your training and testing splits
- Defining your Keras model architecture
- Compiling your Keras model
- Training your model on your training data
- Evaluating your model on your test data
- Making predictions using your trained Keras model
Object detection
Face recognition
With dlib
- Face recognition with OpenCV, Python, and deep learning
- https://github.com/ageitgey/face_recognition
- Face detection and recognition using OpenFace on Ubuntu 16.04 PC and Raspbian Jessie Raspberry Pi 3
- Face Alignment with OpenCV and Python
With dnn library (deep neurak network)
- Face detection with OpenCV and deep learning
Deep learning face detector is based on the Single Shot Detector (SSD) framework with a ResNet base network. - OpenCV Face Recognition
- Detect faces
- Compute 128-d face embeddings to quantify a face
- Train a Support Vector Machine (SVM) on top of the embeddings
- Recognize faces in images and video streams
- Deep learning: How OpenCV’s blobFromImage works
Face landmarks
Breaking Captcha
PyImageSearch Tutorials
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