onnx

There are 46 repositories under onnx topic.

yolov5
ultralytics / yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
coreml deep-learning ios machine-learning ml object-detection onnx pytorch tflite ultralytics yolo yolov3 yolov5
Language:Python 48721
netron
lutzroeder / netron
Visualizer for neural network, deep learning and machine learning models
ai coreml darknet deep-learning deeplearning keras machine-learning machinelearning ml neural-network onnx pytorch tensorflow tensorflow-lite visualizer
Language:JavaScript 26948
Tencent / ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
android arm-neon artificial-intelligence caffe darknet deep-learning high-preformance inference ios keras mlir mxnet ncnn neural-network onnx pytorch riscv simd tensorflow vulkan
Language:C++ 19810
onnx / onnx
Open standard for machine learning interoperability
deep-learning deep-neural-networks neural-network onnx pytorch mxnet tensorflow keras scikit-learn ml machine-learning dnn
Language:Python 17329
onnxruntime
microsoft / onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
ai-framework deep-learning hardware-acceleration machine-learning neural-networks onnx pytorch scikit-learn tensorflow
Language:C++ 13650
clip-as-service
jina-ai / clip-as-service
🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
bert bert-as-service clip-as-service clip-model cross-modal-retrieval cross-modality deep-learning image2vec multi-modality neural-search onnx openai pytorch sentence-encoding sentence2vec
Language:Python 12303
YOLOX
Megvii-BaseDetection / YOLOX
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
deep-learning megengine ncnn object-detection onnx openvino pytorch tensorrt yolo yolov3 yolox
Language:Python 9194
tracel-ai / burn
Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.
autodiff autotune concurrency cross-platform deep-learning high-performance kernel-fusion llm machine-learning ndarray neural-network onnx pytorch rust scientific-computing tensor wasm webgpu
Language:Rust 7925
onnx / models
A collection of pre-trained, state-of-the-art models in the ONNX format
deep-learning download models onnx pretrained
Language:Jupyter Notebook 7525
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
Language:Python 6319
niedev / RTranslator
Open source real-time translation app for Android that runs locally
android android-app bluetooth-le mobile-app nllb onnx onnxruntime realtime-translator sentencepiece transformers translation translator whisper
Language:C++ 5782
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.
cntk visualization tensorflow model-converter pytorch caffe keras mxnet coreml onnx darknet
Language:Python 5781
background-removal-js
imgly / background-removal-js
Remove backgrounds from images directly in the browser environment with ease and no additional costs or privacy concerns. Explore an interactive demo.
background-removal javascript open-source typescript image-matting image-segmentation onnx
Language:TypeScript 5527
SynapseML
microsoft / SynapseML
Simple and Distributed Machine Learning
ai apache-spark azure big-data cognitive-services data-science databricks deep-learning http lightgbm machine-learning microsoft ml model-deployment onnx opencv pyspark scala spark synapse
Language:Scala 5019
PaddlePaddle / VisualDL
Deep Learning Visualization Toolkit（『飞桨』深度学习可视化工具）
caffe deep-learning onnx paddlepaddle visualization
Language:HTML 4748
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
Language:Jupyter Notebook 4737
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
Language:C++ 4590
Tianxiaomo / pytorch-YOLOv4
PyTorch ,ONNX and TensorRT implementation of YOLOv4
darknet2onnx darknet2pytorch onnx pytorch pytorch-yolov4 tensorrt yolov3 yolov4 yolov4-tiny
Language:Python 4461
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
Language:Jupyter Notebook 4328
langchain4j / langchain4j
Java version of LangChain
anthropic chatgpt chroma embeddings gemini gpt huggingface java langchain llama milvus ollama onnx openai openai-api pgvector pinecone vector-database weaviate
Language:Java 4030
tinyvision / DAMO-YOLO
DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.
deep-learning nas object-detection onnx pytorch tensorrt yolo yolov5 imagenet damo-yolo
Language:Python 3723
daquexian / onnx-simplifier
Simplify your onnx model
deep-learning onnx pytorch
Language:C++ 3695
DefTruth / lite.ai.toolkit
🛠 A lite C++ toolkit of awesome AI models, support ONNXRuntime, MNN. Contains YOLOv5, YOLOv6, YOLOX, YOLOv8, FaceDet, HeadSeg, HeadPose, Matting etc. Engine: ONNXRuntime, MNN.
yolox retinaface onnxruntime segmentation yolor yolop nanodet robustvideomatting mnn ncnn tnn modnet scrfd yolox-nano yolox-tiny yolov6 yolov7 onnx yolov5 yolov8
Language:C++ 3532
snakers4 / silero-vad
Silero VAD: pre-trained enterprise-grade Voice Activity Detector
onnx onnx-runtime onnxruntime pytorch speech speech-processing vad voice-activity-detection voice-commands voice-control voice-detection voice-recognition
Language:Python 3449
PINTO_model_zoo
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 3433
CVHub520 / X-AnyLabeling
Effortless data labeling with AI support from Segment Anything and other awesome models.
labeling-tool paddle pytorch resnet sam yolo deep-learning deeplearning onnx clip llm
Language:Python 3187
lucasjinreal / yolov7_d2
🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
detection detextron2 detr face instance-segmentation object-detection onnx tensorrt transformers yolo yolov6 yolov7 yolox
Language:Python 3130
deepsparse
neuralmagic / deepsparse
Sparsity-aware deep learning inference runtime for CPUs
computer-vision cpus deepsparse inference llm-inference machinelearning nlp object-detection onnx performance pretrained-models pruning quantization sparsification
Language:Python 2947
onnx / onnx-tensorrt
ONNX-TensorRT: TensorRT backend for ONNX
deep-learning nvidia onnx
Language:C++ 2854
cleardusk / 3DDFA_V2
The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.
eccv 3d-face-alignment pytorch face-alignment 3d-face 3dmm alignment 3d computer-vision onnx 3d-landmarks single-image-reconstruction eccv-2020
Language:Python 2833
PaddlePaddle / FastDeploy
⚡️An Easy-to-use and Fast Deep Learning Model Deployment Toolkit for ☁️Cloud 📱Mobile and 📹Edge. Including Image, Video, Text and Audio 20+ main stream scenarios and 150+ SOTA models with end-to-end optimization, multi-platform and multi-framework support.
android graphcore intel jetson kunlun object-detection onnx onnxruntime openvino picodet rockchip serving stable-diffusion tensorrt uie yolov5 yolov8
Language:C++ 2832
occ-ai / obs-backgroundremoval
An OBS plugin for removing background in portrait images (video), making it easy to replace the background when recording or streaming.
obs obs-plugin libobs mac-osx background-segmentation obs-studio onnx onnxruntime plugin computer-vision image-segmentation obs-studio-plugin obsproject onnx-runtime onnxruntime-gpu video-segmentation
Language:C++ 2704
open-mmlab / mmdeploy
OpenMMLab Model Deployment Framework
model-converter sdk deployment tensorrt ncnn pplnn openvino onnxruntime onnx mmdetection mmsegmentation computer-vision deep-learning pytorch
Language:Python 2632
k2-fsa / sherpa-onnx
Speech-to-text, text-to-speech, and speaker recognition using next-gen Kaldi with onnxruntime without Internet connection. Support embedded systems, Android, iOS, Raspberry Pi, RISC-V, x86_64 servers, websocket server/client, C/C++, Python, Kotlin, C#, Go, NodeJS, Java, Swift, Dart, JavaScript, Flutter
aarch64 android arm32 asr cpp csharp dotnet ios linux macos mfc onnx openkylin raspberry-pi risc-v speech-to-text text-to-speech vits windows
Language:C++ 2573
huggingface / optimum
🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools
graphcore habana inference intel onnx onnxruntime optimization pytorch quantization tflite training transformers
Language:Python 2333
IntelLabs / coach
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
carla coach deep-learning distributed-reinforcement-learning hierarchical-reinforcement-learning imitation-learning mujoco mxnet onnx openai-gym reinforcement-learning rl roboschool starcraft starcraft2 starcraft2-ai tensorflow
Language:Python 2318