Computer Vision
Articles & Tutorials
Learning OpenCV from Scratch to Build a Pedestrian Detector
Best for anomaly detection in images
Jetson AGX Xavier: Deep Learning Inference Benchmarks
Computer Vision tutorial : A Step-by-Step Introduction to Image Segmentation Techniques (Part 1)
Splash of Color : Instance Segmentation with Mask R-CNN and Tensorflow
Awesome Computer Vision Models
Visualizing Pathologies in Ultrasound Images Using OpenCV and Streamlit
Optimization of Edge based Inference Pipeline for Weed Control
Object-based Land Cover Classification with Python
Dataset Management for Computer Vision
Residual Networks: Implementing ResNet in Pytorch
Posture recognition using an RGB-D blog
Detecting Weeds Through YolactEdge Instance Segmentation to Support Smart Farming
Repos
Basics on Point Clouds and Depth Data
Automatic leaf infection detection
Research papers
Deep Learning for 3D Point Clouds: A Survey
VIBE: Video Inference for Human Body Pose and Shape Estimation
Human Height Estimation by Color Deep Learning and Depth 3D Conversion
Go Wider: an efficient neural network for point cloud analysis via group convolutions
Posture recognition using an RGB-D camera
Pixel2Mesh Generating 3D Mesh Models from Single RGB Images
Anthropometric clothing measurements from 3D body scans
Computer Vision and IoT-Based Sensors in Flood Monitoring and Mapping: A Systematic Review
Anomaly detection with convolutional neural networks for industrial surface inspection
Robust Anomaly Detection in Images using Adversarial Autoencoders
Deep learning for anomaly detection
Deep retinal image understanding
Feature extraction, anomaly detection
Deep Anomaly Detection Using Geometric Transformations
Adversarially Learned Anomaly Detection (ALAD)
Object Detection
Articles & Tutorials
Discrete Point Flow Networks for Efficient Point Cloud Generation
Object Detection for Preventing Road Crashes and Saving Lives
Object Detection for Equirectangular Projections
Neural Architecture Search for Object Detection in Point Cloud
Neural Architecture Search for Object Detection in Point Cloud
A 2019 guide to Human Pose Estimation with Deep Learning
Fast data augmentation in PyTorch using Nvidia DALI
Image data labeling and annotation
TorchVision Object Detection Finetuning Tutorial
How-To : Python compare Two Images
Metrics to Evaluate your Semantic Segmentation Model
An Introduction to Evaluation Metrics for Object Detection
Detection evaluation metrics used by COCO (Common Objects in Context)
Repos
Research Papers
Monitoring and Controlling Rice Diseases Using Image Processing Techniques
AI applications in space: Anomaly detection in Mars Reconnaissance Orbiter data
Automated crater detection on Mars using deep learning
Automated detection of geological landforms on Mars using Convolutional Neural Networks