zhanghaoinf's repositories
pytorch-yolo3
pytorch yolo3
mask-rcnn-pytorch
Mask R-CNN implementation in PyTorch.
PytorchSSD
pytorch version of SSD and it's enhanced methods such as RFBSSD,FSSD and RefineDet
detectorch
Detectorch - detectron for Pytorch
3D-ResNets-PyTorch
3D ResNets for Action Recognition
action-detection
temporal action detection with SSN
torchcv
TorchCV: a PyTorch vision library mimics ChainerCV
chainercv
ChainerCV: a Library for Deep Learning in Computer Vision
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.)
Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
computer_vision_literature_review
Jinwoo's literature review on computer vision and machine learning papers
video-understanding-dataset
A collection of recent video understanding datasets, under construction!
pytorch-ssd
reproduced the proposed results.
py-denseflow
Extract TVL1 optical flows in python (multi-process && multi-server)
pseudo-3d-pytorch
pytorch version of pseudo-3d-residual-networks(P-3D), pretrained model is supported
PRML
PRML algorithms implemented in Python
st-resnet
Code release for "Spatiotemporal Residual Networks for Video Action Recognition", NIPS16 & "Spatiotemporal Multiplier Networks for Video Action Recognition", CVPR17.
Youtube-8M-WILLOW
Kaggle Youtube 8M WILLOW approach
RFCN-tensorflow
RFCN implementation in TensorFlow
deep-learning-book
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
pytorch-playground
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
models
A repository for storing pre-trained Caffe2 models.
py-R-FCN-multiGPU
Code for training py-faster-rcnn and py-R-FCN on multiple GPUs in caffe
ResNeXt
Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks
awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org