pretrained-models

There are 39 repositories under pretrained-models topic.

transformers
huggingface / transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
nlp natural-language-processing pytorch language-model tensorflow bert language-models pytorch-transformers nlp-library transformer model-hub pretrained-models jax flax seq2seq speech-recognition hacktoberfest python machine-learning deep-learning
Language:Python 63515
spleeter
deezer / spleeter
Deezer source separation library including pretrained models.
audio-processing bass deep-learning deezer drums model pretrained-models python tensorflow vocals
Language:Python 19560
rwightman / pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
augmix cnn-classification distributed-training dual-path-networks efficientnet efficientnet-training imagenet-classifier mixnet mnasnet mobile-deep-learning mobilenet-v2 mobilenetv3 nfnets normalization-free-training pretrained-models pretrained-weights pytorch randaugment resnet vision-transformer-models
Language:Python 18607
lukemelas / EfficientNet-PyTorch
A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)
efficientnet-pytorch feature-extraction imagenet pretrained-models
Language:Python 6967
microsoft / nlp-recipes
Natural Language Processing Best Practices & Examples
nlp natural-language-processing natural-language-understanding text deep-learning azure-ml nlu nli natural-language-inference mlflow machine-learning natural-language pretrained-models sota transfomer text-classification best-practices
Language:Python 5914
qubvel / segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
deeplab-v3-plus deeplabv3 fpn image-processing image-segmentation imagenet linknet models neural-networks pretrained-backbones pretrained-models pretrained-weights pspnet pytorch segmentation segmentation-models semantic-segmentation unet unet-pytorch unetplusplus
Language:Python 5476
facebookresearch / mmf
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
pytorch vqa pretrained-models multimodal deep-learning captioning dialog textvqa hateful-memes multi-tasking
Language:Python 4909
PaddleNLP
PaddlePaddle / PaddleNLP
Easy-to-use and powerful NLP library with Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including Neural Search, Question Answering, Information Extraction and Sentiment Analysis end-to-end system.
bert embedding ernie information-extraction neural-search nlp paddlenlp pretrained-models question-answering search-engine semantic-analysis sentiment-analysis seq2seq transformer transformers
Language:Python 4099
PaddlePaddle / PaddleClas
A treasure chest for visual recognition powered by PaddlePaddle
autoaugment cutmix deit gridmask image-classification image-recognition image-retrieval-system knowledge-distillation pretrained-models product-recognition randaugment repvgg swin-transformer
Language:Python 3489
timesler / facenet-pytorch
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
pytorch resnet inception-resnet face-recognition face-identification face-tracking mtcnn pretrained-models face-detection facial-recognition
Language:Python 2869
CLUEbenchmark / CLUE
中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard
nlu benchmark chinese corpus dataset bert albert chineseglue glue roberta language-model pretrained-models transformers tensorflow pytorch
Language:Python 2687
osmr / imgclsmob
Sandbox for training deep learning networks
machine-learning deep-learning mxnet gluon pytorch classification imagenet neural-network image-classification chainer keras tensorflow pretrained-models cifar segmentation tensorflow2 semantic-segmentation human-pose-estimation 3d-face-reconstruction
Language:Python 2562
huawei-noah / Pretrained-Language-Model
Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.
knowledge-distillation model-compression quantization pretrained-models large-scale-distributed
Language:Python 2275
huawei-noah / CV-Backbones
CV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.
convolutional-neural-networks efficient-inference imagenet model-compression cvpr tensorflow pytorch ghostnet transformer pretrained-models vision-transformer
Language:Python 2039
Separius / awesome-sentence-embedding
A curated list of pretrained sentence and word embedding models
wordembedding word-embeddings sentence-embeddings nlp pretrained-embedding awesome-list pretrained-models unsupervised-learning sentence-representations contextualized-representation awesome natural-language subword-models embedding-models cross-lingual bert pretrained-language-model language-model
Language:Python 2030
qubvel / efficientnet
Implementation of EfficientNet model. Keras and TensorFlow Keras.
classification deep-learning efficient efficientnet image-classification imagenet mobilenet nasnetmobile pretrained-models
Language:Python 1970
PINTO0309 / PINTO_model_zoo
A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.
tensorflow tensorflow-lite openvino edgetpu mediapipe coreml tensorflowjs tf-trt onnx pytorch tflite tfjs model-zoo models keras computer-vision caffe pretrained-models model tflite-models
Language:Python 1673
snakers4 / silero-models
Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple
speech-recognition speech-to-text stt asr pretrained-models english german spanish stt-benchmark pytorch colab onnx torch-hub text-to-speech tts-models speech speech-synthesis tts repunctuation capitalization
Language:Jupyter Notebook 1661
pyannote-audio
pyannote / pyannote-audio
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
pytorch speech-processing speaker-diarization speech-activity-detection speaker-change-detection speaker-embedding voice-activity-detection pretrained-models overlapped-speech-detection speaker-recognition speaker-verification
Language:Python 1568
FARM
deepset-ai / FARM
:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
bert deep-learning germanbert language-models ner nlp nlp-framework nlp-library pretrained-models pytorch question-answering roberta transfer-learning xlnet-pytorch
Language:Python 1522
rwightman / gen-efficientnet-pytorch
Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS
mobilenetv3 mnasnet fbnet pytorch pretrained-models onnx caffe2 efficientnet
Language:Python 1469
imcaspar / gpt2-ml
GPT2 for Multiple Languages, including pretrained models. GPT2 多语言支持, 15亿参数中文预训练模型
gpt-2 tpu bert pretrained-models chinese nlp tensorflow text-generation colab
Language:Python 1403
asteroid-team / asteroid
The PyTorch-based audio source separation toolkit for researchers
audio-separation deep-learning pretrained-models pytorch source-separation speech-enhancement speech-separation
Language:Python 1394
mlfoundations / open_clip
An open source implementation of CLIP.
computer-vision contrastive-loss deep-learning language-model multi-modal-learning pretrained-models pytorch zero-shot-classification
Language:Python 1155
CV-pretrained-model
balavenkatesh3322 / CV-pretrained-model
A collection of computer vision pre-trained models.
computer-vision tensorflow keras pytorch mxnet models model pretrained-models pretrained data-science deep-learning neural-network awesome-list object-detection image-classification image video-analysis model-selection python3
1128
qubvel / classification_models
Classification models trained on ImageNet. Keras.
classification-model densenet imagenet imagenet-classifier inception-resnet-v2 inceptionv3 keras mobilenet nasnet pretrained-models pretrained-weights resnet resnext senet squeeze-and-excitation vgg xception
Language:Python 1103
kamalkraj / BERT-NER
Pytorch-Named-Entity-Recognition-with-BERT
bert named-entity-recognition pytorch conll-2003 cpp11 bert-ner inference curl postman pretrained-models
Language:Python 1033
conv-emotion
declare-lab / conv-emotion
This repo contains implementation of different architectures for emotion recognition in conversations.
dialogue-systems conversational-agents conversational-ai emotion-recognition emotion-analysis sentiment-analysis pretrained-models natural-language-processing natural-language-understanding memory-network lstm pytorch emotion-recognition-in-conversation
Language:Python 920
lonePatient / awesome-pretrained-chinese-nlp-models
Awesome Pretrained Chinese NLP Models，高质量中文预训练模型集合
albert bert chinese electra ernie gpt gpt-2 macbert nezha nezha-gen nlp nlu-nlg pangu pretrained-models roberta simbert t5-pegasus xlnet zen
920
THUDM / CogView
Text-to-Image generation. The repo for NeurIPS 2021 paper "CogView: Mastering Text-to-Image Generation via Transformers".
text-to-image transformers pretrained-models pytorch
Language:Python 909
Open3D-ML
isl-org / Open3D-ML
An extension of Open3D to address 3D Machine Learning tasks
3d-perception datasets pretrained-models lidar rgbd tensorflow pytorch visualization semantic-segmentation object-detection 3d-object-detection
Language:Python 872
Separius / BERT-keras
Keras implementation of BERT with pre-trained weights
keras transformer theano language-modeling nlp transfer-learning pretrained-models tensorflow
Language:Python 828
brade31919 / SRGAN-tensorflow
Tensorflow implementation of the SRGAN algorithm for single image super-resolution
deep-learning tensorflow super-resolution generative-adversarial-network srgan vgg19 pretrained-models cnn tf-slim
Language:Python 807
implus / PytorchInsight
a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results
attention-models bam cbam classification cnn cnn-tricks convolutional-networks detection gcnet pretrained-models pytorch senet sge shufflenetv2 sknet state-of-the-art training-shufflenetv2 tricks weight-decay weight-normalization-family
Language:Python 798
RaRe-Technologies / gensim-data
Data repository for pretrained NLP models and NLP corpora.
dataset gensim word2vec-model corpora pretrained-models lsi-model glove-model lda-model
Language:Python 754
NVIDIA-AI-IOT / trt_pose
Real-time pose estimation accelerated with NVIDIA TensorRT
human-pose-estimation human-pose tensorrt pytorch torch2trt jetson jetson-nano jetson-xavier real-time live-demo pretrained-models
Language:Python 736

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