zhanghaoinf's repositories

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pytorch-yolo3

pytorch yolo3

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mask-rcnn-pytorch

Mask R-CNN implementation in PyTorch.

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PytorchSSD

pytorch version of SSD and it's enhanced methods such as RFBSSD,FSSD and RefineDet

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detectorch

Detectorch - detectron for Pytorch

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3D-ResNets-PyTorch

3D ResNets for Action Recognition

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action-detection

temporal action detection with SSN

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torchcv

TorchCV: a PyTorch vision library mimics ChainerCV

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chainercv

ChainerCV: a Library for Deep Learning in Computer Vision

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pytorch-faster-rcnn

I would appreciate if someone can retrain the model. The "finetune from scratch" result should be better because the training details have been changed. (And mobilenet training not supported yet.)

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Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

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computer_vision_literature_review

Jinwoo's literature review on computer vision and machine learning papers

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video-understanding-dataset

A collection of recent video understanding datasets, under construction!

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pytorch-ssd

reproduced the proposed results.

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py-denseflow

Extract TVL1 optical flows in python (multi-process && multi-server)

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pseudo-3d-pytorch

pytorch version of pseudo-3d-residual-networks(P-3D), pretrained model is supported

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PRML

PRML algorithms implemented in Python

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st-resnet

Code release for "Spatiotemporal Residual Networks for Video Action Recognition", NIPS16 & "Spatiotemporal Multiplier Networks for Video Action Recognition", CVPR17.

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Youtube-8M-WILLOW

Kaggle Youtube 8M WILLOW approach

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RFCN-tensorflow

RFCN implementation in TensorFlow

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deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

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pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

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models

A repository for storing pre-trained Caffe2 models.

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py-R-FCN-multiGPU

Code for training py-faster-rcnn and py-R-FCN on multiple GPUs in caffe

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ResNeXt

Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks

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awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

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