TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

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…

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

Metric depth estimation from a single image

Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17.

A small C++ implementation of LSTM networks, focused on OCR.

VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition (ICCV 2017)

Code for 'Learning Efficient Single-stage Pedestrian Detectors by Asymptotic Localization Fitting' in ECCV2018

Benchmarking Linear Assignment Problem Solvers

A YOLOv2 model to detect helmets and persons with/without helmets.