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allen's Projects

scaledyolov4-tensorflow2 icon scaledyolov4-tensorflow2

A Tensorflow2.x implementation of Scaled-YOLOv4 as described in Scaled-YOLOv4: Scaling Cross Stage Partial Network

seg-unet icon seg-unet

Ensemble architecture of SegNet and UNet for Semantic Segmentation with keras

segmentation-series-chaos icon segmentation-series-chaos

Summary and experiment includes basic segmentation, human segmentation, human or portrait matting for both image and video.

self-critical.pytorch icon self-critical.pytorch

Unofficial pytorch implementation for Self-critical Sequence Training for Image Captioning. and others.

semihin icon semihin

source code for the paper "Semi-supervised Learning over Heterogeneous Information Networks by Ensemble of Meta-graph Guided Random Walks"

sent2vec icon sent2vec

General purpose unsupervised sentence representations

sentencepiece icon sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

seq2seq icon seq2seq

A general-purpose encoder-decoder framework for Tensorflow

shap icon shap

A unified approach to explain the output of any machine learning model.

simclr icon simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

simclr-tensorflow icon simclr-tensorflow

TensorFlow Implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

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