Convolutional Neural Networks

concepts · 10 notes linked

Related: Deep Learning · Face Detection · Opencv · Google · Neural Networks · Ccv · Caffe · Image Classification

Notes

• AI Designs Computer Chips We Can't Understand — But They Work Really Well — AI inverse design of wireless RF chips surpassing human performance
• An Idea From Physics Helps AI See in Higher Dimensions | Quanta Magazine — Gauge-equivariant CNNs extend deep learning to curved non-Euclidean surfaces
• CNN based face detection from dlib http://www.arunponnusamy.com/cnn-face-detector-dlib.html — Comparing dlib HOG and CNN face detectors in Python with timing
• ConvNetJS — JavaScript library for training neural networks in the browser
• DeepDream | TensorFlow Core — Visualizing neural network patterns via gradient ascent on images
• Face detection with OpenCV and deep learning - PyImageSearch — OpenCV hidden deep learning SSD-ResNet face detector usage
• Facebook's Quest to Build an Artificial Brain Depends on This Guy — Yann LeCun pioneers convolutional neural networks and leads Facebook AI lab
• Quoc Le's Lectures on Deep Learning — Gaurav Trivedi — Content guide for Quoc Le's 3-lecture deep learning series at MLSS 2014
• ccv — Open-source C vision library releasing near-state-of-the-art CNN image classifier
• cvlib/cvlib/face_detection.py at master · arunponnusamy/cvlib — cvlib Python library face detection module source code