tanxchong

awesome-deep-vision

A curated list of deep learning resources for computer vision

caffe

Caffe: a fast open framework for deep learning.

caffe-model

Caffe models (imagenet pretrain) and prototxt generator scripts for inception_v3 \ inception_v4 \ inception_resnet \ fractalnet \ resnext

CMVS-PMVS

This software (CMVS) takes the output of a structure-from-motion (SfM) software as input, then decomposes the input images into a set of image clusters of managable size. An MVS software can be used to process each cluster independently and in parallel, where the union of reconstructions from all the clusters should not miss any details that can be otherwise obtained from the whole image set. CMVS should be used in conjunction with an SfM software Bundler and an MVS software PMVS2 (PMVS version 2).

convert_torch_to_pytorch

Convert torch t7 model to pytorch model and source.

CTMAP

Deep-Image-Analogy

The source code of 'Visual Attribute Transfer through Deep Image Analogy'.

DfUSMC

Depth from Uncalibrated Small Motion Clip

dropblock

Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.

extension-ffi

Examples of C extensions for PyTorch

FAsT-Match

Port of Fast Affine Template Matching algorithm

FCNT

Focal-Loss

Reproduction of Focal-loss on caffe

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.

Lip-Reading

Lip Reading Project

LSTMVis

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

MobileNet-SSD

Caffe implementation of Google MobileNet SSD detection network, with pretrained weights on VOC0712 and mAP=0.727.

Papers

PSPNet

Repository of paper https://arxiv.org/abs/1612.01105

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-deeplab-resnet

DeepLab resnet model in pytorch

R-FCN

R-FCN: Object Detection via Region-based Fully Convolutional Networks

SpatialTransformerLayer

T-CNN

ImageNet 2015 Object Detection from Video (VID)

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tanxchong.github.io

tensorflow-model-zoo.torch

InceptionV3, InceptionV4, Inception-Resnet pretrained models for Torch7 and PyTorch

torchsample

High-Level Training, Data Augmentation, and Utilities for Pytorch

vision

Datasets, Transforms and Models specific to Computer Vision