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Caffenet BenchmarkEvaluation of the CNN design choices performance on ImageNet-2012.
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DS-Net(CVPR 2021, Oral) Dynamic Slimmable Network
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Mobilenetv2.pytorch72.8% MobileNetV2 1.0 model on ImageNet and a spectrum of pre-trained MobileNetV2 models
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Big transferOfficial repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
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Gen Efficientnet PytorchPretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS
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Laravel Oh GeneratorsThis package extends the core file generators that are included with Laravel 5 or later.
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Capsnet PytorchMy attempt at implementing CapsNet from the paper Dynamic Routing Between Capsules
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Dhf1kRevisiting Video Saliency: A Large-scale Benchmark and a New Model (CVPR18, PAMI19)
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Niftynet[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
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RfbnetReceptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018
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CnniqaCVPR2014-Convolutional neural networks for no-reference image quality assessment
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Pytorch Openai Transformer Lm🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI
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Pnasnet.tfTensorFlow implementation of PNASNet-5 on ImageNet
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Covid Twitter BertPretrained BERT model for analysing COVID-19 Twitter data
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GrenadeDeep Learning in Haskell
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Tre[AKBC 19] Improving Relation Extraction by Pre-trained Language Representations
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EqtransformerEQTransformer, a python package for earthquake signal detection and phase picking using AI.
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Antialiased Cnnspip install antialiased-cnns to improve stability and accuracy
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Pynq DlXilinx Deep Learning IP
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DeeplpfCode for CVPR 2020 paper "Deep Local Parametric Filters for Image Enhancement"
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TnnBiologically-realistic recurrent convolutional neural networks
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Fashion MnistA MNIST-like fashion product database. Benchmark 👇
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LsuvinitReference caffe implementation of LSUV initialization
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Ngx Dynamic Form BuilderFormBuilder + class-transformer + class-validator = dynamic form group builder for Angular10+
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Facial Expression RecognitionClassify each facial image into one of the seven facial emotion categories considered using CNN based on https://www.kaggle.com/c/challenges-in-representation-learning-facial-expression-recognition-challenge
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Attention Gated NetworksUse of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
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Esbuild JestA Jest transformer using esbuild
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Micronetmicronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape
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Vision TransformerTensorflow implementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)
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EmnistA project designed to explore CNN and the effectiveness of RCNN on classifying the EMNIST dataset.
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Cutmixa Ready-to-use PyTorch Extension of Unofficial CutMix Implementations with more improved performance.
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DpedSoftware and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks
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