*************** Computer Vision *************** Articles & Tutorials #################### `Point cloud & Depth map `_ `Learning OpenCV from Scratch to Build a Pedestrian Detector `_ `NASA Mars exploration `_ `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 `_ `Image processing using TensorFlow `_ Repos ##### `Basics on Point Clouds and Depth Data `_ `Automatic leaf infection detection `_ `Crop disease detector `_ `Images of Mars and images segmentation `_ `OpenCV C++ `_ `Posture recognition using an RGB-D repository `_ 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 `_ `Face Detection `_ `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 `_ `Panorama photo stitcher `_ `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) `_ `VGGNet vs ResNet `_ `Introduction to Point Cloud `_ Repos ##### `Anomaly detection `_ `YolactEdge `_ `Mask_RCNN for Object Detection and Segmentation `_ `MMDetection `_ Research Papers ############### `Mask RCNN `_ `Monitoring and Controlling Rice Diseases Using Image Processing Techniques `_ `AI applications in space: Anomaly detection in Mars Reconnaissance Orbiter data `_ `Object detection techniques `_ `Automated crater detection on Mars using deep learning `_ `Automated detection of geological landforms on Mars using Convolutional Neural Networks `_