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pchan-pipeline's Projects

fractalnet icon fractalnet

FractalNet: A fractal-based neural network architecture

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pix2pixhd icon pix2pixhd

Synthesizing and manipulating 2048x1024 images with conditional GANs

posecnn icon posecnn

A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

renderforcnn icon renderforcnn

Render for CNN: Viewpoint Estimation in Images Using CNNs Trained with Rendered 3D Model Views

scenecut icon scenecut

Joint Geometric and Object Segmentation for Indoor Scenes

segflow icon segflow

Demo code of the paper "SegFlow: Joint Learning for Video Object Segmentation and Optical Flow", in ICCV 2017

simgan icon simgan

Implementation of Apple's Learning from Simulated and Unsupervised Images through Adversarial Training

sims icon sims

Semi-parametric Image Synthesis

singleshotpose icon singleshotpose

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).

sniper icon sniper

SNIPER is an efficient multi-scale object detection algorithm

ssd-6d icon ssd-6d

Inference code and trained networks for SSD-6D

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