Functional ZooPyTorch and Tensorflow functional model definitions
Stars: ✭ 577 (+309.22%)
Mobilenetv2.pytorch72.8% MobileNetV2 1.0 model on ImageNet and a spectrum of pre-trained MobileNetV2 models
Stars: ✭ 369 (+161.7%)
Pyannote AudioNeural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
Stars: ✭ 978 (+593.62%)
Nlp RecipesNatural Language Processing Best Practices & Examples
Stars: ✭ 5,783 (+4001.42%)
SpleeterSpleeter is Deezer source separation library with pretrained models
written in Python and uses Tensorflow. It makes it easy
to train source separation model (assuming you have a dataset of isolated sources), and provides
already trained state of the art model for performing various flavour of separation :
Stars: ✭ 18,128 (+12756.74%)
People Counter PythonCreate a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.
Stars: ✭ 62 (-56.03%)
DimenetDimeNet and DimeNet++ models, as proposed in "Directional Message Passing for Molecular Graphs" (ICLR 2020) and "Fast and Uncertainty-Aware Directional Message Passing for Non-Equilibrium Molecules" (NeurIPS-W 2020)
Stars: ✭ 106 (-24.82%)
Azureml BertEnd-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service
Stars: ✭ 342 (+142.55%)
ProsrRepository containing an independent implementation of the paper: "A Fully Progressive Approach to Single-Image Super-Resolution"
Stars: ✭ 923 (+554.61%)
Pytorch Cnn FinetuneFine-tune pretrained Convolutional Neural Networks with PyTorch
Stars: ✭ 653 (+363.12%)
Bert SquadSQuAD Question Answering Using BERT, PyTorch
Stars: ✭ 256 (+81.56%)
Dialogue UnderstandingThis repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study
Stars: ✭ 77 (-45.39%)
Gensim DataData repository for pretrained NLP models and NLP corpora.
Stars: ✭ 622 (+341.13%)
Mff PytorchMotion Fused Frames implementation in PyTorch, codes and pretrained models.
Stars: ✭ 116 (-17.73%)
Trt poseReal-time pose estimation accelerated with NVIDIA TensorRT
Stars: ✭ 525 (+272.34%)
Gpt2 MlGPT2 for Multiple Languages, including pretrained models. GPT2 多语言支持, 15亿参数中文预训练模型
Stars: ✭ 1,066 (+656.03%)
Neural Backed Decision TreesMaking decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet
Stars: ✭ 411 (+191.49%)
ImagenetPytorch Imagenet Models Example + Transfer Learning (and fine-tuning)
Stars: ✭ 134 (-4.96%)
Cnn ModelsImageNet pre-trained models with batch normalization for the Caffe framework
Stars: ✭ 355 (+151.77%)
Covid Twitter BertPretrained BERT model for analysing COVID-19 Twitter data
Stars: ✭ 101 (-28.37%)
Tensorflow Model Zoo.torchInceptionV3, InceptionV4, Inception-Resnet pretrained models for Torch7 and PyTorch
Stars: ✭ 280 (+98.58%)
Bert KerasKeras implementation of BERT with pre-trained weights
Stars: ✭ 820 (+481.56%)
Efficientnet PytorchA PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)
Stars: ✭ 6,685 (+4641.13%)
CogViewText-to-Image generation. The repo for NeurIPS 2021 paper "CogView: Mastering Text-to-Image Generation via Transformers".
Stars: ✭ 708 (+402.13%)
Gen Efficientnet PytorchPretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS
Stars: ✭ 1,275 (+804.26%)
Conv EmotionThis repo contains implementation of different architectures for emotion recognition in conversations.
Stars: ✭ 646 (+358.16%)
MdmA TensorFlow implementation of the Mnemonic Descent Method.
Stars: ✭ 120 (-14.89%)
Pinto model zooA repository that shares tuning results of trained models generated by TensorFlow / Keras. Post-training quantization (Weight Quantization, Integer Quantization, Full Integer Quantization, Float16 Quantization), Quantization-aware training. TensorFlow Lite. OpenVINO. CoreML. TensorFlow.js. TF-TRT. MediaPipe. ONNX. [.tflite,.h5,.pb,saved_model,tfjs,tftrt,mlmodel,.xml/.bin, .onnx]
Stars: ✭ 634 (+349.65%)
Farm🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
Stars: ✭ 1,140 (+708.51%)
Breast cancer classifierDeep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening
Stars: ✭ 614 (+335.46%)
Pytorch Image ModelsPyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Stars: ✭ 15,232 (+10702.84%)
Silero ModelsSilero Models: pre-trained STT models and benchmarks made embarrassingly simple
Stars: ✭ 522 (+270.21%)
Transformers🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Stars: ✭ 55,742 (+39433.33%)
MmfA modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
Stars: ✭ 4,713 (+3242.55%)
DiffwaveDiffWave is a fast, high-quality neural vocoder and waveform synthesizer.
Stars: ✭ 139 (-1.42%)
Fbrs interactive segmentation[CVPR2020] f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation https://arxiv.org/abs/2001.10331
Stars: ✭ 366 (+159.57%)
AsteroidThe PyTorch-based audio source separation toolkit for researchers
Stars: ✭ 862 (+511.35%)
Pytorch Human Pose EstimationImplementation of various human pose estimation models in pytorch on multiple datasets (MPII & COCO) along with pretrained models
Stars: ✭ 346 (+145.39%)
GhostnetCV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.
Stars: ✭ 1,744 (+1136.88%)
Virtex[CVPR 2021] VirTex: Learning Visual Representations from Textual Annotations
Stars: ✭ 323 (+129.08%)
Musical Onset EfficientSupplementary information and code for the paper: An efficient deep learning model for musical onset detection
Stars: ✭ 26 (-81.56%)
Open3d MlAn extension of Open3D to address 3D Machine Learning tasks
Stars: ✭ 284 (+101.42%)
Electra中文 预训练 ELECTRA 模型: 基于对抗学习 pretrain Chinese Model
Stars: ✭ 132 (-6.38%)
Mobilenetv3.pytorch74.3% MobileNetV3-Large and 67.2% MobileNetV3-Small model on ImageNet
Stars: ✭ 283 (+100.71%)
Bert NerPytorch-Named-Entity-Recognition-with-BERT
Stars: ✭ 829 (+487.94%)
Gluon FaceAn unofficial Gluon FR Toolkit for face recognition. https://gluon-face.readthedocs.io
Stars: ✭ 264 (+87.23%)
Hbonet[ICCV 2019] Harmonious Bottleneck on Two Orthogonal Dimensions
Stars: ✭ 94 (-33.33%)
Srgan TensorflowTensorflow implementation of the SRGAN algorithm for single image super-resolution
Stars: ✭ 754 (+434.75%)
WavegradA fast, high-quality neural vocoder.
Stars: ✭ 138 (-2.13%)
GlassesHigh-quality Neural Networks for Computer Vision 😎
Stars: ✭ 138 (-2.13%)
PretrainedPretrained is the most complete and frequently updated list of pretrained top-performing models. Tensorflow, Theano and others. Want to add your model? File an issue, and we will add it.
Stars: ✭ 129 (-8.51%)
Nfnets pytorchPre-trained NFNets with 99% of the accuracy of the official paper "High-Performance Large-Scale Image Recognition Without Normalization".
Stars: ✭ 85 (-39.72%)
Pytorchinsighta pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results
Stars: ✭ 713 (+405.67%)