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attentions

Programming Assignment 1 for KAIST EE898 2019 Spring

caffe-tensorflow

Caffe models in TensorFlow

channel-pruning

Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)

cnn_randrnn

When CNNs Meet Random RNNs: Towards Multi-Level Analysis for RGB-D Object and Scene Recognition

crnn

Convolutional-Recursive Deep Learning for 3D Object Classification Richard Socher, Brody Huval, Bharath Bhat, Christopher D. Manning and Andrew Y. Ng Advances in Neural Information Processing Systems (NIPS 2012)

cs231a_project

This problem takes an input of an RGB-D image in the NYU-RGBD dataset. The goal is to perform 3D object recognition and indoor scene classification. These two tasks are tackled jointly in our holistic model, that is, some constraints are placed among scenes and these objects when reasoning about object detection, which helps boost the performance of scene classification and object detection.

de2co

deep-prior

Fast and accurate 3D hand pose estimation from single depth images

deep-residual-networks

Deep Residual Learning for Image Recognition

depth2hha-python

Use python3 to convert depth image into hha image

depth_net

depthawarecnn

Depth-aware CNN for RGB-D Segmentation, ECCV 2018

imgaug

Image augmentation for machine learning experiments.

lstm-cnn_classification

models

Models and examples built with TensorFlow

multimodaldl

This model implementation of 'Multimodal Deep Learning for Robust RGB-D Object Recognition'

nbnn-nbnl

nideep

collection of utilities to use with deep learning libraries (e.g. caffe)

object-detection-in-rgbd-datasets

Object Detection Using Depth and Color Images

r200cv

rcfusion

Original implementation of the paper "Recurrent Convolutional Fusion for RGB-D Object Recognition": https://arxiv.org/pdf/1806.01673.pdf

rcnn-depth

Learning Rich Features from RGB-D Images for Object Detection and Segmentation

recursive-median-filter

resnet-18-caffemodel-on-imagenet

ResNet-18 Caffemodel @ilsvrc12 shrt 256 with Top-1 69% Top-5 89%

resnet-imagenet-caffe

train resnet on imagenet from scratch with caffe

rgbd-object-recognition

robotchallenge

synthetic-computer-vision

A list of synthetic dataset and tools for computer vision

text-classification-cnn-rnn

CNN-RNN中文文本分类，基于TensorFlow