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Rui (Ray) Hou's Projects

fasttext icon fasttext

Library for fast text representation and classification.

fcn.berkeleyvision.org icon fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

mmf icon mmf

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

network_check icon network_check

python scripts to check if the PC is connected to the Internet

py-findpeaks icon py-findpeaks

Overview of the peaks dectection algorithms available in Python

pyfttt icon pyfttt

Python tools for interacting with IFTTT Maker Channel

pytorchvideo icon pytorchvideo

A deep learning library for video understanding research.

pyyolo icon pyyolo

Simple python wrapper for YOLO.

ssd.pytorch icon ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

textclassification icon textclassification

Text classification using different neural networks (CNN, LSTM, Bi-LSTM, C-LSTM).

tutorials icon tutorials

A series of machine learning tutorials for Torch7

yolo_mark icon yolo_mark

GUI for marking bounded boxes of objects in images for training Yolo v2

yolov3-model-pruning icon yolov3-model-pruning

对 YOLOv3 做模型剪枝(network slimming),对于 oxford hand 数据集(因项目需要),模型剪枝后的参数量减少 80%,Infer 的速度达到原来 2 倍,mAP 基本不变

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