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龚心满's Projects

python icon python

All Algorithms implemented in Python

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-playground icon pytorch-playground

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

pytorchinsight icon pytorchinsight

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

rank-reid icon rank-reid

Keras based Person reid siamese network and learning to rank based transfer learning

rbe_502_2017s_motor_smc icon rbe_502_2017s_motor_smc

Terminal sliding mode control for an autonomous motorcycle (Author: Zhenyu Wan, Yicong Xu, Yun Qin)

segmentron icon segmentron

Support Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, RefineNet, UNet, DANet, HRNet, DFANet, HardNet, LedNet, OCNet, EncNet, DuNet, CGNet, CCNet, BiSeNet, PSPNet, ICNet, FCN, deeplab)

self-attention icon self-attention

simple implements Non-Local Neural Networks for image classification(Fashion-Mnist)

sknet icon sknet

try to implement the CVPR 2019 paper "Selective Kernel Networks" by PyTorch

slimming-pytorch icon slimming-pytorch

Pytorch Implementationg of “Learning Efficient Convolutional Networks through Network Slimming”

smart-social-distancing icon smart-social-distancing

Social Distancing Detector using deep learning and capable to run on edge AI devices such as NVIDIA Jetson, Google Coral, and more.

sort-cpp icon sort-cpp

C++ version of SORT: Simple online and realtime tracking of multiple objects in a video sequence

ssd_keras icon ssd_keras

Port of Single Shot MultiBox Detector to Keras

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