Contains source code for the winning solution of the xView3 challenge https://iuu.xview.us/.

Notebooks about Bayesian methods for machine learning

A prize winning solution for DFDC challenge

A minimal Stable Fluids inspired fluid solver with Python and NumPy.

A framework for Smoothed Particle Hydrodynamics in Python

compressing physics with neural networks

Open Machine Learning Course

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…

Global optimization algorithms written in C++

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Keras implementation of RetinaNet object detection.

Data-Centric Pipelines and Data Versioning

Combining satellite imagery and machine learning to predict poverty

The most cited deep learning papers

Using a U-Net for image segmentation, blending predicted patches smoothly is a must to please the human eye.

Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task. Monitoring with TensorBoard. Other visua…

Trial on kaggle imagenet object localization by yolo v3 in google cloud

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Hyperparameter Experiments with TensorFlow and Keras

Distributed Asynchronous Hyperparameter Optimization in Python

🤘 awesome-semantic-segmentation

A python library and collection of notebooks for making art with machine learning.

Real-time 3D face tracking and reconstruction from 2D video

Direct Graphical Models (DGM) C++ library, a cross-platform Conditional Random Fields library, which is optimized for parallel computing and includes modules for feature extraction, classification …

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

A lightweight 3D Morphable Face Model library in modern C++

machine learning and deep learning tutorials, articles and other resources