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zhaoxiandong's Projects

cs231 icon cs231

My corrections for the Standford class assingments CS231n - Convolutional Neural Networks for Visual Recognition

darknet icon darknet

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

eagleeye icon eagleeye

(ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning

eagleeyeeff icon eagleeyeeff

Implement channel pruning using the latest Torch.FX feature !!! && EagleEye reimplementation

efficientpytorch icon efficientpytorch

A PyTorch Framework for Efficient Pruning and Quantization for specialized accelerators.

embedded-neural-network icon embedded-neural-network

collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning

espcn-tensorflow icon espcn-tensorflow

An implementation of the Efficient Sub-Pixel Convolutional Neural Network in TensorFlow

examples-run icon examples-run

A set of examples around pytorch in Vision with TRAINING BASH.

fast-depth icon fast-depth

ICRA 2019 "FastDepth: Fast Monocular Depth Estimation on Embedded Systems"

gitignore icon gitignore

A collection of useful .gitignore templates

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