Alexandria Library

A curated collection of awesome articles

Here are some ressources related to Computer vision, Object detection, Deep learning. Hoping you will find learning material, alternative tools or just some interesting stuff.

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Articles

Segment Anything Model and the hard problems of computer vision
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How computer vision is changing manufacturing in 2023
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Large-scale vehicle classification
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Self-Supervised Video Object Segmentation by Motion Grouping
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PP-YOLO Surpasses YOLOv4 – State-of-the-art object detection techniques
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Bokehlicious Selfies
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The Next Leap in Self-Driving: Prediction
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Using ‘radioactive data’ to detect if a data set was used for training
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Show HN: Autopilot written in Keras for Self Driving Cars
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Recent advances in 3D content understanding
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Deep learning powers a motion-tracking revolution
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Building a license plate reader from scratch with deep learning
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Moving Camera, Moving People: A Deep Learning Approach to Depth Prediction
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License Plate Detection Without Machine Learning
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Real time numbers recognition (MNIST) on an iPhone with CoreML
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Playing Mortal Kombat with TensorFlow.js
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Drilling Down on Depth Sensing and Deep Learning
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AVA: The Art and Science of Image Discovery at Netflix
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Beyond the pixel plane: sensing and learning in 3D
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DeepTAM: Deep Tracking and Mapping
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Face recognition in images and video with Python
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Counting Bees on a Raspberry Pi with a ConvNet
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How I implemented iPhone X’s FaceID using Deep Learning in Python
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Background removal with deep learning
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Faster R-CNN: Down the rabbit hole of modern object detection
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Keras Tutorial – Traffic Sign Recognition
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Show HN: Counting Foot Traffic Over IP Webcams
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Creating a Modern OCR Pipeline Using Computer Vision and Deep Learning
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Using neural networks to detect car crashes in dashcam footage
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Augmented reality with Python and OpenCV
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Turning Corners into Cameras: Principles and Methods
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Gender Distribution in North Korean Posters
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Deep neural networks more accurate than humans at detecting sexual orientation
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Object detection: an overview in the age of Deep Learning
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Audio processing in TensorFlow
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A Brief History of CNNs in Image Segmentation: From R-CNN to Mask R-CNN
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Automatically grading multiple choice exams from photos using Python and OpenCV
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How to build a robot that “sees” with $100 and TensorFlow
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Facebook AI Research Team Open Source DeepMask and SharpMask
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DeepHeart: A Neural Network for Predicting Cardiac Health
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Computer Vision Research: The deep “depression”
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Number plate recognition with Tensorflow
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End to End Learning for Self-Driving Cars [pdf]
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Extracting image metadata at scale
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What a Deep Neural Network thinks about selfies
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NHL goal celebration hack: real-time machine learning and hue light show
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Lumitrack: Low Cost, Precise, High Speed Tracking with Projected m-Sequences
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Computational Synesthesia: Audio Analysis with Image Processing Algorithms
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Segmenting comic book frames
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Sam 2: The next generation of Meta Segment Anything Model
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Meta introduces Segment Anything Model 2
See discussion (95 comments, 274 points) - Archive