YaohangHan's Projects
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
This is an implementation of Bilinear CNN for fine grained visual recognition using TensorFlow.
Vector Search Engine base on BRPC + FAISS
Repo for the Deep Learning Nanodegree Foundations program.
A method for Fine-Grained image classification
Fined grained classification On Car dataset
This is an implementation of the keypoint network proposed in "Discovery of Latent 3D Keypoints via End-to-end Geometric Reasoning [pdf]". Given a single 2D image of a known class, this network can predict a set of 3D keypoints that are consistent across viewing angles of the same object and across object instances. These keypoints and their detectors are discovered and learned automatically without keypoint location supervision [demo].
Source Code for the book: Machine Learning in Action published by Manning
Fast, modular reference implementation of Semantic Segmentation and Object Detection algorithms in PyTorch.
Models and examples built with TensorFlow
Deep Iterative Matching for 6D Pose Estimation
Code for "PVNet: Pixel-wise Voting Network for 6DoF Pose Estimation" CVPR 2019 oral
Sequence to sequence recurrent neural network for detecting trigger word
Samples for getting started with deep learning across TensorFlow, CNTK, Theano and more.
This research project implements a real-time object detection and pose estimation method as described in the paper, Tekin et al. "Real-Time Seamless Single Shot 6D Object Pose Prediction", CVPR 2018. (https://arxiv.org/abs/1711.08848).
Code release for "Spatiotemporal Residual Networks for Video Action Recognition", NIPS16 & "Spatiotemporal Multiplier Networks for Video Action Recognition", CVPR17.
š Tutorials for Supervise.ly
Code and examples for Initialized's Introduction to Tensorflow Tutorial