onnx

There are 44 repositories under onnx topic.

yolov5
ultralytics / yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
yolov3 yolov5 object-detection pytorch onnx coreml ios tflite yolo deep-learning machine-learning ml ultralytics
Language:Python 47348
netron
lutzroeder / netron
Visualizer for neural network, deep learning and machine learning models
neural-network deep-learning machine-learning deeplearning machinelearning ai ml visualizer onnx keras tensorflow tensorflow-lite coreml caffe pytorch paddle darknet
Language:JavaScript 26321
Tencent / ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
inference high-preformance simd arm-neon deep-learning artificial-intelligence android ios ncnn vulkan neural-network caffe mxnet pytorch onnx darknet tensorflow mlir keras riscv
Language:C++ 19337
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 16946
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++ 12909
clip-as-service
jina-ai / clip-as-service
🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
bert sentence-encoding deep-learning clip-model clip-as-service bert-as-service cross-modal-retrieval multi-modality neural-search openai pytorch onnx cross-modality image2vec sentence2vec
Language:Python 12213
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/
yolox yolov3 onnx tensorrt ncnn openvino pytorch megengine object-detection yolo deep-learning
Language:Python 9049
onnx / models
A collection of pre-trained, state-of-the-art models in the ONNX format
onnx models download pretrained deep-learning
Language:Jupyter Notebook 7272
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 deep-learning machine-learning rust scientific-computing ndarray tensor neural-network pytorch autotune concurrency cross-platform high-performance kernel-fusion llm onnx wasm webgpu
Language:Rust 7227
ufoym / deepo
Setup and customize deep learning environment in seconds.
deep-learning jupyter lasagne caffe tensorflow sonnet keras theano chainer torch pytorch mxnet cntk dockerfile-generator docker-image caffe2 onnx
Language:Python 6316
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 5782
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 5325
SynapseML
microsoft / SynapseML
Simple and Distributed Machine Learning
spark pyspark azure scala microsoft ml machine-learning databricks cognitive-services lightgbm http model-deployment deep-learning ai apache-spark data-science synapse big-data onnx opencv
Language:Scala 4981
PaddlePaddle / VisualDL
Deep Learning Visualization Toolkit（『飞桨』深度学习可视化工具）
visualization deep-learning paddlepaddle onnx caffe
Language:HTML 4730
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 4591
OAID / Tengine
Tengine is a lite, high performance, modular inference engine for embedded device
arm machine-learning artificial-intelligence cnn tensorflow pytorch onnx x86-64 mips cuda tensorrt acl npu riscv supperedge container nvdla
Language:C++ 4562
Tianxiaomo / pytorch-YOLOv4
PyTorch ,ONNX and TensorRT implementation of YOLOv4
yolov4 pytorch darknet2pytorch darknet2onnx tensorrt onnx pytorch-yolov4 yolov4-tiny yolov3
Language:Python 4439
IntelLabs / distiller
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
pytorch pruning quantization pruning-structures jupyter-notebook network-compression deep-neural-networks regularization group-lasso distillation early-exit truncated-svd onnx automl-for-compression
Language:Jupyter Notebook 4309
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 3682
daquexian / onnx-simplifier
Simplify your onnx model
deep-learning onnx pytorch
Language:C++ 3580
DefTruth / lite.ai.toolkit
🛠 A lite C++ toolkit of awesome AI models, support ONNXRuntime, MNN. Contains YOLOv5, YOLOv6, YOLOX, YOLOR, FaceDet, HeadSeg, HeadPose, Matting etc. Engine: ONNXRuntime, MNN.
mnn modnet nanodet ncnn onnx onnxruntime retinaface robustvideomatting scrfd segmentation tnn yolop yolor yolov5 yolov6 yolov7 yolov8 yolox yolox-nano yolox-tiny
Language:C++ 3458
langchain4j / langchain4j
Java version of LangChain
huggingface java langchain openai chatgpt gpt llama milvus pinecone weaviate onnx embeddings vector-database chroma gemini ollama anthropic openai-api pgvector
Language:Java 3356
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 3321
lucasjinreal / yolov7_d2
🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
yolo yolox detection detextron2 tensorrt yolov6 yolov7 face transformers detr instance-segmentation onnx object-detection
Language:Python 3129
snakers4 / silero-vad
Silero VAD: pre-trained enterprise-grade Voice Activity Detector
voice-detection voice-recognition voice-commands pytorch onnx voice-activity-detection voice-control
Language:Python 2934
deepsparse
neuralmagic / deepsparse
Sparsity-aware deep learning inference runtime for CPUs
machinelearning onnx inference computer-vision object-detection pruning quantization pretrained-models nlp cpus sparsification llm-inference performance deepsparse
Language:Python 2882
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 2799
onnx / onnx-tensorrt
ONNX-TensorRT: TensorRT backend for ONNX
onnx deep-learning nvidia
Language:C++ 2772
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 jetson tensorrt onnxruntime object-detection yolov5 openvino picodet uie graphcore intel kunlun rockchip serving onnx stable-diffusion yolov8
Language:C++ 2741
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 2589
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
Language:C++ 2552
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 2545
IntelLabs / coach
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
coach openai-gym reinforcement-learning tensorflow rl carla imitation-learning mujoco roboschool deep-learning hierarchical-reinforcement-learning starcraft starcraft2 starcraft2-ai distributed-reinforcement-learning mxnet onnx
Language:Python 2310
onnx / tensorflow-onnx
Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX
tensorflow onnx export convert keras tflite tensorflowjs deep-learning
Language:Jupyter Notebook 2226
huggingface / optimum
🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools
onnx pytorch inference training intel graphcore onnxruntime transformers quantization habana optimization tflite
Language:Python 2190
666DZY666 / micronet
micronet, 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
quantization pruning dorefa twn bnn xnor-net pytorch model-compression group-convolution network-slimming neuromorphic-computing convolutional-networks network-in-network integer-arithmetic-only quantization-aware-training post-training-quantization tensorrt onnx tensorrt-int8-python batch-normalization-fuse
Language:Python 2183

onnx

ultralytics / yolov5

lutzroeder / netron

Tencent / ncnn

onnx / onnx

microsoft / onnxruntime

jina-ai / clip-as-service

Megvii-BaseDetection / YOLOX

onnx / models

tracel-ai / burn

ufoym / deepo

microsoft / MMdnn

imgly / background-removal-js

microsoft / SynapseML

PaddlePaddle / VisualDL

snakers4 / silero-models

OAID / Tengine

Tianxiaomo / pytorch-YOLOv4

IntelLabs / distiller

tinyvision / DAMO-YOLO

daquexian / onnx-simplifier

DefTruth / lite.ai.toolkit

langchain4j / langchain4j

PINTO0309 / PINTO_model_zoo

lucasjinreal / yolov7_d2

snakers4 / silero-vad

neuralmagic / deepsparse

cleardusk / 3DDFA_V2

onnx / onnx-tensorrt

PaddlePaddle / FastDeploy

CVHub520 / X-AnyLabeling

occ-ai / obs-backgroundremoval

open-mmlab / mmdeploy

IntelLabs / coach

onnx / tensorflow-onnx

huggingface / optimum

666DZY666 / micronet