Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
PyTorch
PyTorch is an open source machine learning library based on the Torch library, used for applications such as computer vision and natural language processing, primarily developed by Facebook’s AI Research lab.
- GitHub: https://github.com/topics/pytorch
- Wikipedia: https://en.wikipedia.org/wiki/PyTorch
- Repo: https://github.com/pytorch/pytorch
- Created by: Facebook's AI Research lab (FAIR)
- Released: September 2016
- Related Topics: python, pytorch-tutorial,
- Last updated: 2024-07-29 13:55:27 UTC
- JSON Representation
https://github.com/xinntao/BasicSR
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.
basicsr basicvsr dfdnet ecbsr edsr edvr esrgan pytorch rcan restoration srgan srresnet stylegan2 super-resolution swinir
Last synced: 05 Aug 2024
https://github.com/XPixelGroup/BasicSR
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.
basicsr basicvsr dfdnet ecbsr edsr edvr esrgan pytorch rcan restoration srgan srresnet stylegan2 super-resolution swinir
Last synced: 31 Jul 2024
https://github.com/ufoym/deepo
Setup and customize deep learning environment in seconds.
caffe caffe2 chainer cntk deep-learning docker-image dockerfile-generator jupyter keras lasagne mxnet onnx pytorch sonnet tensorflow theano torch
Last synced: 01 Aug 2024
https://github.com/jessevig/bertviz
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
bert gpt2 machine-learning natural-language-processing neural-network nlp pytorch roberta transformer transformers visualization
Last synced: 24 Sep 2024
https://github.com/nadermx/backgroundremover
Background Remover lets you Remove Background from images and video using AI with a simple command line interface that is free and open source.
ai background-removal background-remover backgroundremover photo-editing python pytorch remove-background remove-background-image remove-background-video removebackground video video-editing
Last synced: 31 Jul 2024
https://github.com/jaywalnut310/vits
VITS: Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech
deep-learning pytorch speech-synthesis text-to-speech tts
Last synced: 01 Aug 2024
https://github.com/codertimo/BERT-pytorch
Google AI 2018 BERT pytorch implementation
bert language-model nlp pytorch transformer
Last synced: 01 Aug 2024
https://github.com/AntixK/PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
architecture beta-vae celeba-dataset deep-learning dfc-vae gumbel-softmax iwae paper-implementations pytorch pytorch-implementation pytorch-vae reproducible-research vae vae-implementation variational-autoencoders vqvae wae
Last synced: 02 Aug 2024
https://github.com/KevinMusgrave/pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
computer-vision contrastive-learning deep-learning deep-metric-learning embeddings image-retrieval machine-learning metric-learning pytorch self-supervised-learning
Last synced: 01 Aug 2024
https://github.com/aymericdamien/topdeeplearning
A list of popular github projects related to deep learning
deep-learning machine-learning pytorch tensorflow
Last synced: 24 Sep 2024
https://github.com/yandexdataschool/practical_rl
A course in reinforcement learning in the wild
course-materials deep-learning deep-reinforcement-learning git-course hacktoberfest keras mooc pytorch pytorch-tutorials reinforcement-learning tensorflow
Last synced: 24 Sep 2024
https://github.com/aymericdamien/TopDeepLearning
A list of popular github projects related to deep learning
deep-learning machine-learning pytorch tensorflow
Last synced: 30 Jul 2024
https://github.com/microsoft/mmdnn
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
caffe cntk coreml darknet keras model-converter mxnet onnx pytorch tensorflow visualization
Last synced: 24 Sep 2024
https://github.com/Microsoft/MMdnn
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
caffe cntk coreml darknet keras model-converter mxnet onnx pytorch tensorflow visualization
Last synced: 01 Aug 2024
https://github.com/microsoft/MMdnn
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
caffe cntk coreml darknet keras model-converter mxnet onnx pytorch tensorflow visualization
Last synced: 01 Aug 2024
https://github.com/yandexdataschool/Practical_RL
A course in reinforcement learning in the wild
course-materials deep-learning deep-reinforcement-learning git-course hacktoberfest keras mooc pytorch pytorch-tutorials reinforcement-learning tensorflow
Last synced: 30 Jul 2024
https://github.com/nvidia/fastertransformer
Transformer related optimization, including BERT, GPT
Last synced: 02 Aug 2024
https://github.com/skorch-dev/skorch
A scikit-learn compatible neural network library that wraps PyTorch
hacktoberfest huggingface machine-learning pytorch scikit-learn
Last synced: 24 Sep 2024
https://github.com/NVIDIA/FasterTransformer
Transformer related optimization, including BERT, GPT
Last synced: 31 Jul 2024
https://github.com/modelscope/funasr
A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Recognition, Voice Activity Detection, Text Post-processing etc.
audio-visual-speech-recognition conformer dfsmn paraformer pretrained-model punctuation pytorch rnnt speaker-diarization speech-recognition speechgpt speechllm vad voice-activity-detection whisper
Last synced: 24 Sep 2024
https://github.com/RangiLyu/nanodet
NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
anchor-free android deep-learning deep-neural-networks efficientnet mnn model-zoo nanodet nanodet-plus ncnn object-detection openvino pytorch repvgg shufflenet
Last synced: 30 Jul 2024
https://github.com/meituan/YOLOv6
YOLOv6: a single-stage object detection framework dedicated to industrial applications.
Last synced: 30 Jul 2024
https://github.com/facebookresearch/mmf
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
captioning deep-learning dialog hateful-memes multi-tasking multimodal pretrained-models pytorch textvqa vqa
Last synced: 01 Aug 2024
https://github.com/Project-MONAI/MONAI
AI Toolkit for Healthcare Imaging
deep-learning healthcare-imaging medical-image-computing medical-image-processing monai python3 pytorch
Last synced: 31 Jul 2024
https://github.com/open-mmlab/mmpose
OpenMMLab Pose Estimation Toolbox and Benchmark.
animal-pose-estimation benchmark cpm crowdpose face-keypoint freihand hand-pose-estimation higher-hrnet hourglass hrnet human-pose mmpose mpii mspn ochuman pose-estimation pytorch rsn rtmpose udp
Last synced: 30 Jul 2024
https://github.com/vwxyzjn/cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
a2c actor-critic advantage-actor-critic ale atari deep-learning deep-reinforcement-learning gym machine-learning phasic-policy-gradient ppo proximal-policy-optimization python pytorch reinforcement-learning wandb
Last synced: 24 Sep 2024
https://github.com/udacity/deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
convolutional-networks deep-learning neural-network pytorch recurrent-networks sentiment-analysis style-transfer
Last synced: 01 Aug 2024
https://github.com/zylo117/Yet-Another-EfficientDet-Pytorch
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
bifpn detection efficientdet efficientnet object-detection pytorch
Last synced: 31 Jul 2024
https://github.com/bentrevett/pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
attention cnn-seq2seq encoder-decoder encoder-decoder-model gru lstm neural-machine-translation pytorch pytorch-implementation pytorch-implmention pytorch-nlp pytorch-seq2seq pytorch-tutorial pytorch-tutorials rnn seq2seq sequence-to-sequence torchtext transformer tutorial
Last synced: 01 Aug 2024
https://github.com/google/gemma_pytorch
The official PyTorch implementation of Google's Gemma models
Last synced: 31 Jul 2024
https://github.com/yunjey/stargan
StarGAN - Official PyTorch Implementation (CVPR 2018)
cvpr2018 generative-models image-to-image-translation pytorch stargan
Last synced: 01 Aug 2024
https://github.com/aimhubio/aim
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
ai data-science data-visualization experiment-tracking machine-learning metadata metadata-tracking ml mlflow mlops prompt-engineering python pytorch tensorboard tensorflow visualization
Last synced: 24 Sep 2024
https://github.com/pyannote/pyannote-audio
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
overlapped-speech-detection pretrained-models pytorch speaker-change-detection speaker-diarization speaker-embedding speaker-recognition speaker-verification speech-activity-detection speech-processing voice-activity-detection
Last synced: 31 Jul 2024
https://github.com/timeseriesai/tsai
Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
classification cnn deep-learning fastai forecasting inceptiontime machine-learning python pytorch regression rnn rocket self-supervised sequential state-of-the-art time-series time-series-analysis time-series-classification timeseries transformer
Last synced: 24 Sep 2024
https://github.com/mosaicml/composer
Supercharge Your Model Training
deep-learning machine-learning ml-efficiency ml-systems ml-training neural-network neural-networks pytorch
Last synced: 31 Jul 2024
https://github.com/idealo/imagededup
😎 Finding duplicate images made easy!
computer-vision e-commerce hashing idealo image-deduplication image-preprocessing neural-network python pytorch
Last synced: 30 Jul 2024
https://github.com/dbolya/yolact
A simple, fully convolutional model for real-time instance segmentation.
instance-segmentation pytorch real-time realtime yolact
Last synced: 24 Sep 2024
https://github.com/nvidia/dali
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
audio-processing data-augmentation data-processing deep-learning fast-data-pipeline gpu gpu-tensorflow image-augmentation image-processing machine-learning mxnet neural-network paddle python pytorch
Last synced: 24 Sep 2024
https://github.com/NVIDIA/DALI
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
audio-processing data-augmentation data-processing deep-learning fast-data-pipeline gpu gpu-tensorflow image-augmentation image-processing machine-learning mxnet neural-network paddle python pytorch
Last synced: 30 Jul 2024
https://github.com/zhouhaoyi/Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
deep-learning forecasting pytorch self-attention time-series transformer
Last synced: 01 Aug 2024
https://github.com/open-mmlab/mmdetection3d
OpenMMLab's next-generation platform for general 3D object detection.
3d-object-detection object-detection point-cloud pytorch
Last synced: 31 Jul 2024
https://github.com/timeseriesAI/tsai
Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
classification cnn deep-learning fastai forecasting inceptiontime machine-learning python pytorch regression rnn rocket self-supervised sequential state-of-the-art time-series time-series-analysis time-series-classification timeseries transformer
Last synced: 31 Jul 2024
https://github.com/fastai/course-v3
The 3rd edition of course.fast.ai
data-science deep-learning fastai machine-learning machine-learning-courses mooc pytorch
Last synced: 31 Jul 2024
https://github.com/adap/flower
Flower: A Friendly Federated Learning Framework
ai android artificial-intelligence cpp deep-learning federated-analytics federated-learning federated-learning-framework fleet-intelligence fleet-learning flower framework grpc ios machine-learning python pytorch raspberry-pi scikit-learn tensorflow
Last synced: 24 Sep 2024
https://github.com/roboflow/notebooks
Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.
amazon-sagemaker-lab automatic-labeling-system computer-vision deep-learning deep-neural-networks google-colab image-classification image-segmentation machine-learning object-detection open-vocabulary-detection open-vocabulary-segmentation pytorch tutorial yolov5 yolov6 yolov7 yolov8 zero-shot-classification zero-shot-detection
Last synced: 31 Jul 2024
https://github.com/xorbitsai/inference
Replace OpenAI GPT with another LLM in your app by changing a single line of code. Xinference gives you the freedom to use any LLM you need. With Xinference, you're empowered to run inference with any open-source language models, speech recognition models, and multimodal models, whether in the cloud, on-premises, or even on your laptop.
artificial-intelligence chatglm deployment flan-t5 gemma ggml glm4 inference llama llama3 llamacpp llm machine-learning mistral openai-api pytorch qwen vllm whisper wizardlm
Last synced: 24 Sep 2024
https://github.com/lyhue1991/eat_pytorch_in_20_days
Pytorch🍊🍉 is delicious, just eat it! 😋😋
Last synced: 01 Aug 2024
https://github.com/CSAILVision/semantic-segmentation-pytorch
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
ade20k pytorch scene-recognition semantic-segmentation
Last synced: 05 Aug 2024
https://github.com/udacity/deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
cross-entropy ddpg deep-reinforcement-learning dqn dynamic-programming hill-climbing ml-agents neural-networks openai-gym openai-gym-solutions ppo pytorch pytorch-rl reinforcement-learning reinforcement-learning-algorithms rl-algorithms
Last synced: 07 Aug 2024
https://github.com/snakers4/silero-models
Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple
asr capitalization colab english german onnx pretrained-models pytorch repunctuation spanish speech speech-recognition speech-synthesis speech-to-text stt stt-benchmark text-to-speech torch-hub tts tts-models
Last synced: 31 Jul 2024
https://github.com/deep-learning-with-pytorch/dlwpt-code
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
deep-learning deep-neural-networks python python3 pytorch
Last synced: 31 Jul 2024
https://github.com/OAID/Tengine
Tengine is a lite, high performance, modular inference engine for embedded device
acl arm artificial-intelligence cnn container cuda machine-learning mips npu nvdla onnx pytorch riscv supperedge tensorflow tensorrt x86-64
Last synced: 31 Jul 2024
https://github.com/superduper-io/superduper
🔮 SuperDuper: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.
ai chatbot data database distributed-ml inference llm-inference llm-serving llmops ml mlops mongodb pretrained-models python pytorch rag semantic-search torch transformers vector-search
Last synced: 24 Sep 2024
https://github.com/pytorch/ignite
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
closember deep-learning hacktoberfest machine-learning metrics neural-network python pytorch
Last synced: 24 Sep 2024
https://github.com/NVIDIA-AI-IOT/torch2trt
An easy to use PyTorch to TensorRT converter
classification inference jetson-nano jetson-tx2 jetson-xavier pytorch tensorrt
Last synced: 31 Jul 2024
https://github.com/hunkim/deeplearningzerotoall
TensorFlow Basic Tutorial Labs
keras lab mxnet python pytorch tensorflow tutorial
Last synced: 24 Sep 2024
https://github.com/hunkim/DeepLearningZeroToAll
TensorFlow Basic Tutorial Labs
keras lab mxnet python pytorch tensorflow tutorial
Last synced: 01 Aug 2024
https://github.com/Tianxiaomo/pytorch-YOLOv4
PyTorch ,ONNX and TensorRT implementation of YOLOv4
darknet2onnx darknet2pytorch onnx pytorch pytorch-yolov4 tensorrt yolov3 yolov4 yolov4-tiny
Last synced: 31 Jul 2024
https://github.com/BoltzmannEntropy/interviews.ai
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
artificial-intelligence autograd bayesian-statistics convolutional-neural-networks data-science deep-learning ensemble-learning feature-extraction graduate-school information-theory interview-preparation jax jobs logistic-regression loss-functions machine-learning python pytorch pytorch-tutorial
Last synced: 31 Jul 2024
https://github.com/sshaoshuai/PCDet
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
3d-detection autonomous-driving object-detection point-cloud pv-rcnn pytorch
Last synced: 13 Aug 2024
https://github.com/open-mmlab/OpenPCDet
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
3d-detection autonomous-driving object-detection point-cloud pv-rcnn pytorch
Last synced: 31 Jul 2024
https://github.com/carperai/trlx
A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
machine-learning pytorch reinforcement-learning
Last synced: 01 Aug 2024
https://github.com/CarperAI/trlx
A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
machine-learning pytorch reinforcement-learning
Last synced: 30 Jul 2024
https://github.com/neuralchen/SimSwap
An arbitrary face-swapping framework on images and videos with one single trained model!
deepfacelab deepfakes face faceswap gan image-manipulation pytorch swap video
Last synced: 01 Aug 2024
https://github.com/apple/coremltools
Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.
coreml coremltools machine-learning model-conversion model-converter pytorch tensorflow
Last synced: 24 Sep 2024
https://github.com/ifzhang/ByteTrack
[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box
deployment multi-object-tracking pytorch real-time
Last synced: 30 Jul 2024
https://intellabs.github.io/distiller/
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
automl-for-compression deep-neural-networks distillation early-exit group-lasso jupyter-notebook network-compression onnx pruning pruning-structures pytorch quantization regularization truncated-svd
Last synced: 02 Aug 2024
https://github.com/IntelLabs/distiller
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
automl-for-compression deep-neural-networks distillation early-exit group-lasso jupyter-notebook network-compression onnx pruning pruning-structures pytorch quantization regularization truncated-svd
Last synced: 31 Jul 2024
https://nervanasystems.github.io/distiller/
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
automl-for-compression deep-neural-networks distillation early-exit group-lasso jupyter-notebook network-compression onnx pruning pruning-structures pytorch quantization regularization truncated-svd
Last synced: 04 Aug 2024
https://github.com/ahkarami/deep-learning-in-production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
angularjs c-plus-plus caffe2 convert-pytorch-models deep-learning deep-neural-networks flask keras model-serving mxnet production python pytorch react rest-api serving serving-pytorch-models tensorflow-models tesnorflow tutorial
Last synced: 24 Sep 2024
https://github.com/autogptq/autogptq
An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
deep-learning inference large-language-models llms nlp pytorch quantization transformer transformers
Last synced: 24 Sep 2024
https://github.com/open-mmlab/mmocr
OpenMMLab Text Detection, Recognition and Understanding Toolbox
abcnet abinet crnn dbnet deep-learning fcenet key-information-extraction maskrcnn ocr pan panet psenet pytorch sar sdmg-r segmentation-based-text-recognition spts svtr text-detection text-recognition
Last synced: 24 Sep 2024
https://github.com/timesler/facenet-pytorch
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
face-detection face-identification face-recognition face-tracking facial-recognition inception-resnet mtcnn pretrained-models pytorch resnet
Last synced: 01 Aug 2024
https://github.com/Tencent/TNN
TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts. TNN has been deployed in multiple Apps from Tencent, such as Mobile QQ, Weishi, Pitu, etc. Contributions are welcome to work in collaborative with us and make TNN a better framework.
coreml deep-learning face-detection hairsegmentaion inference mnn ncnn ocr openvino pytorch tengine tensorflow tensorrt
Last synced: 31 Jul 2024
https://github.com/NVIDIAGameWorks/kaolin
A PyTorch Library for Accelerating 3D Deep Learning Research
3d-deep-learning artificial-intelligence camera-api cuda differentiable-lighting differentiable-rendering neural-networks pytorch rasterization
Last synced: 31 Jul 2024
https://github.com/awslabs/gluon-ts
Probabilistic time series modeling in Python
artificial-intelligence aws data-science deep-learning forecasting machine-learning mxnet neural-networks pytorch sagemaker time-series time-series-forecasting time-series-prediction timeseries torch
Last synced: 05 Aug 2024
https://github.com/awslabs/gluonts
Probabilistic time series modeling in Python
artificial-intelligence aws data-science deep-learning forecasting machine-learning mxnet neural-networks pytorch sagemaker time-series time-series-forecasting time-series-prediction timeseries torch
Last synced: 24 Sep 2024
https://github.com/ahkarami/Deep-Learning-in-Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
angularjs c-plus-plus caffe2 convert-pytorch-models deep-learning deep-neural-networks flask keras model-serving mxnet production python pytorch react rest-api serving serving-pytorch-models tensorflow-models tesnorflow tutorial
Last synced: 30 Jul 2024
https://github.com/bentrevett/pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
bert cnn cnn-text-classification fasttext lstm lstm-sentiment-analysis natural-language-processing nlp pytorch pytorch-nlp pytorch-tutorial pytorch-tutorials recurrent-neural-networks rnn sentiment-analysis sentiment-classification torchtext transformers tutorial word-embeddings
Last synced: 31 Jul 2024
https://github.com/dsgiitr/d2l-pytorch
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
book computer-vision d2l data-science deep-learning dive-into-deep-learning mxnet nlp pytorch pytorch-implmention
Last synced: 31 Jul 2024
https://github.com/thunlp/OpenPrompt
An Open-Source Framework for Prompt-Learning.
ai deep-learning natural-language-processing natural-language-understanding nlp nlp-library nlp-machine-learning pre-trained-language-models pre-trained-model prompt prompt-based-tuning prompt-learning prompt-toolkit prompts pytorch transformer
Last synced: 31 Jul 2024
https://github.com/fluxcapacitor/pipeline
PipelineAI
airflow artificial-intelligence cassandra docker gpu kafka keras kubeflow kubernetes machine-learning neural-network pipelineai pytorch redis scikit-learn spark tensorflow tfx
Last synced: 06 Sep 2024
https://github.com/PipelineAI/pipeline
PipelineAI
airflow artificial-intelligence cassandra docker gpu kafka keras kubeflow kubernetes machine-learning neural-network pipelineai pytorch redis scikit-learn spark tensorflow tfx
Last synced: 31 Jul 2024
https://github.com/pipelineai/pipeline
PipelineAI
airflow artificial-intelligence cassandra docker gpu kafka keras kubeflow kubernetes machine-learning neural-network pipelineai pytorch redis scikit-learn spark tensorflow tfx
Last synced: 24 Sep 2024
https://github.com/pytorch/serve
Serve, optimize and scale PyTorch models in production
cpu deep-learning docker gpu kubernetes machine-learning metrics mlops optimization pytorch serving
Last synced: 24 Sep 2024
https://github.com/KaiyangZhou/deep-person-reid
Torchreid: Deep learning person re-identification in PyTorch.
computer-vision cross-domain deep-learning deep-neural-networks image-retrieval machine-learning metric-learning person-reid person-reidentification pytorch re-ranking
Last synced: 07 Aug 2024
https://github.com/apachecn/pytorch-doc-zh
Pytorch 中文文档
deep-learning documentation python pytorch
Last synced: 01 Aug 2024
https://github.com/LaurentMazare/tch-rs
Rust bindings for the C++ api of PyTorch.
deep-learning machine-learning neural-network pytorch rust
Last synced: 31 Jul 2024
https://github.com/OFA-Sys/Chinese-CLIP
Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.
chinese clip computer-vision contrastive-loss coreml-models deep-learning image-text-retrieval multi-modal multi-modal-learning nlp pretrained-models pytorch transformers vision-and-language-pre-training vision-language
Last synced: 01 Aug 2024
https://github.com/Fanghua-Yu/SUPIR
SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.
deep-learning diffusion-models llava pytorch pytorch-lightning restoration sdxl stable-diffusion super-resolution
Last synced: 31 Jul 2024
https://github.com/layumi/Person_reID_baseline_pytorch
:bouncing_ball_person: Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial
awesome-reid baseline circle-loss cuhk-np image-retrieval image-search market-1501 metric-learning msmt17 object-reid open-reid person-reid person-reidentification pytorch random-erasing re-ranking tutorial vehicle-reid
Last synced: 03 Aug 2024
https://github.com/deepjavalibrary/djl
An Engine-Agnostic Deep Learning Framework in Java
ai autograd deep-learning deep-neural-networks djl java machine-learning ml mxnet neural-network onnxruntime pytorch tensorflow
Last synced: 31 Jul 2024
https://github.com/open-mmlab/mmaction2
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
action-recognition ava benchmark deep-learning i3d non-local openmmlab posec3d pytorch slowfast spatial-temporal-action-detection temporal-action-localization tsm tsn uniformerv2 video-classification video-understanding x3d
Last synced: 01 Aug 2024
https://github.com/weiaicunzai/pytorch-cifar100
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
cifar100 deep-learning densenet googlenet image-classification inception-resnet-v2 inceptionv3 inceptionv4 mobilenet nasnet pytorch resnet resnext shufflenet squeezenet wideresnet xception
Last synced: 31 Jul 2024
https://github.com/sksq96/pytorch-summary
Model summary in PyTorch similar to `model.summary()` in Keras
deep-learning keras pytorch summary
Last synced: 24 Sep 2024
https://github.com/idea-ccnl/fengshenbang-lm
Fengshenbang-LM(封神榜大模型)是IDEA研究院认知计算与自然语言研究中心主导的大模型开源体系，成为中文AIGC和认知智能的基础设施。
aigc chinese-nlp distributed-training multimodal pretrained-models pytorch transformers
Last synced: 24 Sep 2024
https://github.com/nianticlabs/monodepth2
[ICCV 2019] Monocular depth estimation from a single image
computer-vision deep-learning depth-estimation monodepth neural-network pytorch self-supervision
Last synced: 03 Aug 2024
https://github.com/pqpo/SmartCropper
🔥 A library for cropping image in a smart way that can identify the border and correct the cropped image. 智能图片裁剪框架。自动识别边框，手动调节选区，使用透视变换裁剪并矫正选区；适用于身份证，名片，文档等照片的裁剪。
detection hed-net image image-cropper opencv pytorch smartcropper tensorflow
Last synced: 02 Aug 2024
https://github.com/wenet-e2e/wenet
Production First and Production Ready End-to-End Speech Recognition Toolkit
asr automatic-speech-recognition conformer e2e-models production-ready pytorch speech-recognition transformer whisper
Last synced: 01 Aug 2024
