QuantumSpeech-QCNNIEEE ICASSP 21 - Quantum Convolution Neural Networks for Speech Processing and Automatic Speech Recognition
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G-SimCLRThis is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip Chakraborty, Aritra Roy Gosthipaty and Sayak Paul.
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GrouProxFedGroup, A Clustered Federated Learning framework based on Tensorflow
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Deep-LearningThis repo provides projects on deep-learning mainly using Tensorflow 2.0
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NARUTO-HandSignDetection物体検出を用いてNARUTOの印(子~亥、壬、合掌)を検出するモデルとサンプルプログラムです。このリポジトリでは、YOLOXを使用しています(This is a model and sample program that detects NARUTO's hand sign using object detection. This repository use YOLOX.)
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Brain-Tumor-SegmentationAttention-Guided Version of 2D UNet for Automatic Brain Tumor Segmentation
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tfworldhackathonGitHub repo for my Tensorflow World hackathon submission
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doctrdocTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.
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SpectrumSpectrum is an AI that uses machine learning to generate Rap song lyrics
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deep autovimlBuild tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcome. Permission granted upon request.
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mtlearnMulti-Task Learning package built with tensorflow 2 (Multi-Gate Mixture of Experts, Cross-Stitch, Ucertainty Weighting)
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muzeroA clean implementation of MuZero and AlphaZero following the AlphaZero General framework. Train and Pit both algorithms against each other, and investigate reliability of learned MuZero MDP models.
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gcnn kerasGraph convolution with tf.keras
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pcdarts-tf2PC-DARTS (PC-DARTS: Partial Channel Connections for Memory-Efficient Differentiable Architecture Search, published in ICLR 2020) implemented in Tensorflow 2.0+. This is an unofficial implementation.
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MIRNetTensorflow implementation of MIRNet for Low-light image enhancement
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Reinforcement LearningDeep Reinforcement Learning Algorithms implemented with Tensorflow 2.3
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tf-imageTensorFlow2+ graph image augmentation library optimized for tf.data.Dataset.
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tttA package for fine-tuning Transformers with TPUs, written in Tensorflow2.0+
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GAN-RNN Timeseries-imputationRecurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.
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text classifierTensorflow2.3的文本分类项目,支持各种分类模型,支持相关tricks。
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Tensorflow-YOLACTImplementation of the paper "YOLACT Real-time Instance Segmentation" in Tensorflow 2
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backyard birdbotThis project is for a Twitter bot that monitors a bird feeder in my backyard. Any detected birds are identified and posted to Twitter.
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UnitBoxUnitBox: An Advanced Object Detection Network
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tf-blazeposeBlazePose - Super fast human pose detection on Tensorflow 2.x
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datascienvdatascienv is package that helps you to setup your environment in single line of code with all dependency and it is also include pyforest that provide single line of import all required ml libraries
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face-mask-detection-tf2A face mask detection using ssd with simplified Mobilenet and RFB or Pelee in Tensorflow 2.1. Training on your own dataset. Can be converted to kmodel and run on the edge device of k210
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tf-faster-rcnnTensorflow 2 Faster-RCNN implementation from scratch supporting to the batch processing with MobileNetV2 and VGG16 backbones
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labml🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
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CARLACARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
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GLOM-TensorFlowAn attempt at the implementation of GLOM, Geoffrey Hinton's paper for emergent part-whole hierarchies from data
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tensorflow-rbmTensorflow implementation of the Restricted Boltzmann Machine
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tf retrieval baselineA Tensorflow retrieval (space embedding) baseline. Metric learning baseline on CUB and Stanford Online Products.
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TF2-GAN🐳 GAN implemented as Tensorflow 2.X
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TTS tfWIP Tensorflow implementation of https://github.com/mozilla/TTS
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nalp🗣️ NALP is a library that covers Natural Adversarial Language Processing.
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scrabble-ganAdversarial Generation of Handwritten Text Images
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ntgaCode for "Neural Tangent Generalization Attacks" (ICML 2021)
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