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376 search results found

Yolov5 ⭐ 44,755

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Onnx ⭐ 16,275

Open standard for machine learning interoperability

Yolov3 ⭐ 9,865

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

Yolox ⭐ 8,759

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

Efficientnet Pytorch ⭐ 6,577

A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)

Deepo ⭐ 6,312

Setup and customize deep learning environment in seconds.

Pytorch Yolov4 ⭐ 4,340

PyTorch ,ONNX and TensorRT implementation of YOLOv4

Damo Yolo ⭐ 3,598

DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.

Pinto_model_zoo ⭐ 3,121

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.

Photo2cartoon ⭐ 2,819

人像卡通化探索项目 (photo-to-cartoon translation project)

Deepsparse ⭐ 2,729

Sparsity-aware deep learning inference runtime for CPUs

Nnabla ⭐ 2,671

Neural Network Libraries

3ddfa_v2 ⭐ 2,554

The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.

Mmdeploy ⭐ 2,371

OpenMMLab Model Deployment Framework

Silero Vad ⭐ 2,339

Silero VAD: pre-trained enterprise-grade Voice Activity Detector

Smart_construction ⭐ 1,958

Base on YOLOv5 Head Person Helmet Detection on Construction Sites，基于目标检测工地安全帽和禁入危险区域识别系统，🚀😆附 YOLOv5 训练自己的数据集超详细教程🚀😆2021.3新增可视化界面❗❗

Sparseml ⭐ 1,910

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

Optimum ⭐ 1,908

🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools

Directml ⭐ 1,807

DirectML is a high-performance, hardware-accelerated DirectX 12 library for machine learning. DirectML provides GPU acceleration for common machine learning tasks across a broad range of supported hardware and drivers, including all DirectX 12-capable GPUs from vendors such as AMD, Intel, NVIDIA, and Qualcomm.

X Anylabeling ⭐ 1,642

Effortless data labeling with AI support from Segment Anything and other awesome models.

Anylabeling ⭐ 1,572

Effortless AI-assisted data labeling with AI support from YOLO, Segment Anything, MobileSAM!!

Animeganv3 ⭐ 1,447

Use AnimeGANv3 to make your own animation works, including turning photos or videos into anime.

Pytorch Ssd ⭐ 1,301

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

Openseeface ⭐ 1,252

Robust realtime face and facial landmark tracking on CPU with Unity integration

Hcaptcha Challenger ⭐ 1,247

🥂 Gracefully face hCaptcha challenge with MoE(ONNX) embedded solution.

Onnx Tensorflow ⭐ 1,191

Tensorflow Backend for ONNX

Hls4ml ⭐ 1,104

Machine learning on FPGAs using HLS

Inference ⭐ 1,003

Reference implementations of MLPerf™ inference benchmarks

PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.

Face Detector 1mb With Landmark ⭐ 905

1M人脸检测模型(含关键点)

Onnxmltools ⭐ 896

ONNXMLTools enables conversion of models to ONNX

Epic Awesome Gamer ⭐ 752

🍷 Gracefully claim weekly free games and monthly content from Epic Store.

Translate ⭐ 738

Translate - a PyTorch Language Library

Neural Network Compression Framework for enhanced OpenVINO™ inference

Libfacedetection.train ⭐ 720

The training program for libfacedetection for face detection and 5-landmark detection.

Inference ⭐ 716

A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.

Pytorch Auto Drive ⭐ 713

PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, RESA, LSTR, LaneATT, BézierLaneNet...) based on PyTorch with fast training, visualization, benchmarking & deployment help

X2paddle ⭐ 664

Deep learning model converter for PaddlePaddle. (『飞桨』深度学习模型转换工具)

Deepvac ⭐ 618

PyTorch Project Specification.

Paddle2onnx ⭐ 584

ONNX Model Exporter for PaddlePaddle

Mmdetection To Tensorrt ⭐ 562

convert mmdetection model to tensorrt, support fp16, int8, batch input, dynamic shape etc.

Sklearn Onnx ⭐ 491

Convert scikit-learn models and pipelines to ONNX

Yolov5_magic ⭐ 486

YOLO Magic🪄 is an extension based on Ultralytics' YOLOv5, designed to provide more powerful functionality and simpler operations for visual tasks.

Tensorflow 2.x implementation of the DTLN real time speech denoising model. With TF-lite, ONNX and real-time audio processing support.

Blindai ⭐ 470

Confidential AI deployment with secure enclaves 🔒

Onnx2torch ⭐ 469

Convert ONNX models to PyTorch.

Onnx2tf ⭐ 461

Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The purpose of this tool is to solve the massive Transpose extrapolation problem in onnx-tensorflow (onnx-tf). I don't need a Star, but give me a pull request.

Insightface Rest ⭐ 436

InsightFace REST API for easy deployment of face recognition services with TensorRT in Docker.

Pfld Pytorch ⭐ 429

PFLD pytorch Implementation

Yolo2 Pytorch ⭐ 423

PyTorch implementation of the YOLO (You Only Look Once) v2

Onnx2tflite ⭐ 422

Tool for onnx->keras or onnx->tflite. If tool is useful for you, please star it.

Torchprofile ⭐ 419

A general and accurate MACs / FLOPs profiler for PyTorch models

Image Processing Node Editor ⭐ 404

処理の検証や比較検討での用途を想定したノードエディターベースの画像処理アプリ(A node editor-based image processing application intended for use in processing verification and comparison studies)

Vedaseg ⭐ 383

A semantic segmentation toolbox based on PyTorch

Pytorch_face_landmark ⭐ 368

Fast and accurate face landmark detection library using PyTorch; Support 68-point semi-frontal and 39-point profile landmark detection; Support both coordinate-based and heatmap-based inference; Up to 100 FPS landmark inference speed with SOTA face detector on CPU.

Edgeyolo ⭐ 350

an edge-real-time anchor-free object detector with decent performance

Vedadet ⭐ 348

A single stage object detection toolbox based on PyTorch

PyTorch implementations of neural network models for keyword spotting

Keras Onnx ⭐ 319

Convert tf.keras/Keras models to ONNX

Sparsify ⭐ 310

ML model optimization product to accelerate inference.

Brocolli ⭐ 303

Everything in Torch Fx

Onnx Coreml ⭐ 300

ONNX to Core ML Converter

NNgen: A Fully-Customizable Hardware Synthesis Compiler for Deep Neural Network

⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.

Onnx Tool ⭐ 276

A parser, editor and profiler tool for ONNX models.

Optimum Intel ⭐ 268

🤗 Optimum Intel: Accelerate inference with Intel optimization tools

Modelassistant ⭐ 268

Seeed SenseCraft Model Assistant is an open-source project focused on embedded AI. 🔥🔥🔥

Pytorch Pfn Extras ⭐ 263

Supplementary components to accelerate research and development in PyTorch

Openvino2tensorflow ⭐ 262

This script converts the ONNX/OpenVINO IR model to Tensorflow's saved_model, tflite, h5, tfjs, tftrt(TensorRT), CoreML, EdgeTPU, ONNX and pb. PyTorch (NCHW) -> ONNX (NCHW) -> OpenVINO (NCHW) -> openvino2tensorflow -> Tensorflow/Keras (NHWC/NCHW) -> TFLite (NHWC/NCHW). And the conversion from .pb to saved_model and from saved_model to .pb and from .pb to .tflite and saved_model to .tflite and saved_model to onnx. Support for building environments with Docker. It is possible to directly access the

Refacer ⭐ 223

Refacer: One-Click Deepfake Multi-Face Swap Tool

Stable Diffusion Onnx Fp16 ⭐ 219

Example code and documentation on how to get Stable Diffusion running with ONNX FP16 models on DirectML. Can run accelerated on all DirectML supported cards including AMD and Intel.

Represent trained machine learning models as Pyomo optimization formulations

Simple Onnx Processing Tools ⭐ 214

A set of simple tools for splitting, merging, OP deletion, size compression, rewriting attributes and constants, OP generation, change opset, change to the specified input order, addition of OP, RGB to BGR conversion, change batch size, batch rename of OP, and JSON convertion for ONNX models.

Volksdep ⭐ 214

volksdep is an open-source toolbox for deploying and accelerating PyTorch, ONNX and TensorFlow models with TensorRT.

Fastseg ⭐ 209

📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance

Onnx Yolov8 Object Detection ⭐ 209

Python scripts performing object detection using the YOLOv8 model in ONNX.

Onnxconverter Common ⭐ 203

Common utilities for ONNX converters

Llama.onnx ⭐ 196

LLaMa/RWKV onnx models, quantization and testcase

Bisenetv2 Tensorflow ⭐ 187

Unofficial tensorflow implementation of real-time scene image segmentation model "BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation"

Tflite2tensorflow ⭐ 186

Generate saved_model, tfjs, tf-trt, EdgeTPU, CoreML, quantized tflite, ONNX, OpenVINO, Myriad Inference Engine blob and .pb from .tflite. Support for building environments with Docker. It is possible to directly access the host PC GUI and the camera to verify the operation. NVIDIA GPU (dGPU) support. Intel iHD GPU (iGPU) support. Supports inverse quantization of INT8 quantization model.

Mobilenetv3 Ssd ⭐ 181

MobileNetV3-SSD for object detection and implementation in PyTorch

Mlflow Examples ⭐ 179

Basic and advanced MLflow examples for many ML flavors

Crossfirer ⭐ 169

CF 火线娱乐辅助

Centerpoint ⭐ 167

Export CenterPoint PonintPillars ONNX Model For TensorRT

Pfld_68points_pytorch ⭐ 165

Implementation of PFLD For 68 Facial Landmarks By Pytorch

Onnx Caffe2 ⭐ 164

Caffe2 implementation of Open Neural Network Exchange (ONNX)

Lenet 5 ⭐ 154

PyTorch implementation of LeNet-5 with live visualization

Tensorrt Inference Server Tutorial ⭐ 148

服务侧深度学习部署案例

Diffusers ⭐ 145

A modular Rust library for super fast Stable Diffusion inference - 45% faster than PyTorch 🔮

Ig65m Pytorch ⭐ 145

PyTorch 3D video classification models pre-trained on 65 million Instagram videos

Gccpm Look Into Person Cvpr19.pytorch ⭐ 143

Fast and accurate single-person pose estimation, ranked 10th at CVPR'19 LIP challenge. Contains implementation of "Global Context for Convolutional Pose Machines" paper.

Nix Tts ⭐ 138

🐤 Nix-TTS: Lightweight and End-to-end Text-to-Speech via Module-wise Distillation

Torch Model Compression ⭐ 137

针对pytorch模型的自动化模型结构分析和修改工具集，包含自动分析模型结构的模型压缩算法库

Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.

Ml Model Ci ⭐ 135

MLModelCI is a complete MLOps platform for managing, converting, profiling, and deploying MLaaS (Machine Learning-as-a-Service), bridging the gap between current ML training and serving systems.

Tflite2onnx ⭐ 132

Convert TensorFlow Lite models (*.tflite) to ONNX.

Onnx Yolov7 Object Detection ⭐ 130

Python scripts performing object detection using the YOLOv7 model in ONNX.

Samexporter ⭐ 128

Export Segment Anything Models to ONNX

Kaldi Onnx ⭐ 127

Kaldi model converter to ONNX

Yolov5 Tensorrt ⭐ 123

YOLOv5 in TensorRT

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