model-optimizer

There are 3 repositories under model-optimizer topic.

Adlik / Adlik
Adlik: Toolkit for Accelerating Deep Learning Inference
deep-learning inference tensorflow-serving openvino tensorrt compiler inference-engine model-optimizer docker-images
Language:C++ 788
Adlik / model_optimizer_tf
Model optimizer used in Adlik.
model-optimizer adlik-optimizer pruning-algorithms knowledge-distillation
Language:Python 41
dkurt / openvino_pytorch_layers
How to export PyTorch models with unsupported layers to ONNX and then to Intel OpenVINO
custom fft intel intel-openvino model-optimizer onnx openvino pytorch unpooling
Language:C++ 26
bethusaisampath / YOLOs_OpenVINO
Latest YOLO models inferencing using Intel Openvino toolkit
inference intel model-optimizer object-detection openvino yolo yolov5 yolov7
Language:Python 14
yas-sim / openvino-model-division-and-simple-custom-layer
Demonstrates how to divide a DL model into multiple IR model files (division) and introduce a simplest way to implement a custom layer works with OpenVINO IR models.
openvino intel model-conversion model-optimizer custom-layer custom-kernel model-generation python cpp python-extension convolution example how-to mnist cnn tensorflow savedmodel numpy-capi numpy
Language:Python 12
MrEliptik / Keras_to_TF_NCS2
Keras to Tensorflow test for Neural Compute Stick 2
keras model-optimizer ncs2 openvino tensorflow
Language:Python 8
vuiseng9 / openvino-ubuntu
Set up and run OpenVINO in Docker Ubuntu Environment on Intel CPU with Integrated Graphics
openvino ubuntu1604 ubuntu-xenial ubuntu docker inference-engine inference igpu model-optimizer opencv ncsdk neural-compute-stick computer-vision
Language:Shell 8
bethusaisampath / YOLOv5_Openvino
YOLOv5 inferencing using Intel Openvino toolkit
intel model-optimizer openvino openvino-toolkit yolov5
Language:Python 7
likholat / openvino_quantization
This sample shows how to convert TensorFlow model to OpenVINO IR model and how to quantize OpenVINO model.
tensorflow openvino quantization model-conversion model-optimizer model-acceleration post-training-quantization
Language:Python 5
polarbeargo / Intel-Edge-AI-Scholarship-Foundation-Course-Nanodegree-Program-Show-Case-Group-Project
openvino tensorflow ssd-mobilenet model-optimizer tensorflow-object-detection-api
Language:Jupyter Notebook 4
tuan-l / rpi-openvino-docker
Dockerfile to build Intel® Distribution of OpenVINO™ Toolkit docker image for Raspberry Pi
docker dockerfile rpi3 raspberry-pi pi raspbian intel openvino opencv inference-engine model-optimizer
Language:Python 3
mourice-oduor / Intel-Edge-AI-Foundation-course-
This includes the basics of AI at the Edge, leverage pre-trained models available with the Intel® Distribution of OpenVINO Toolkit™, convert and optimize other models with the Model Optimizer, and perform inference with the Inference Engine.
ai inference-engine model-optimizer edge intel-distribution openvino-toolkit python3 opencv-python nodejs cpp computer-vision comandline
Language:Jupyter Notebook 2
Develop-Packt / Using-OpenVINO-and-OpenCV
Explore the OpenVINO toolkit, focusing on components like model zoo, inference engine, and model optimizer, and how they can be used to perform deep learning and computer vision tasks.
tensorflow caffe onnx image-transformation deep-learning model-optimizer inference-engine model-zoo openvino-toolkit openvino python computer-vision
Language:Jupyter Notebook 1
docongminh / face-recognition-serving
Serving Face Detection and Recognition Based on arc-face
face-recognition face-detection tensorflow-serving grpc docker docker-compose mxnet mtcnn-face-detection pytorch model-optimizer tensorflow
Language:Python 1
mrb987 / autooptimizer
autooptimizer is a python package for optimize machine learning algorithms.
machine-learning model-optimizer python scikit-learn
Language:Python 1
Valderas7 / TFM-MovidiusNCS
Trabajo Fin de Máster: Estudio comparativo de un clasificador de imágenes en Raspberry Pi, de forma que se compara el tiempo de la inferencia en la Raspberry Pi con y sin el Neural Compute Stick (NCS). También se estudia como la complejidad de una red neuronal repercute en el tiempo de inferencia y se analiza si los tiempos obtenidos con el NCS en la Raspberry Pi se igualan a los conseguidos por la CPU del portátil y a los de una GPU de Google Colab.
movidius deep-learning machine-learning colab-notebook densenet121 densenet169 keras-tensorflow tensorflow keras resnet-50 opencv model-optimizer myriad inference-engine raspberry-pi python computer-vision
Language:Jupyter Notebook 1
KnightWhoSayNi / openvino-tf-to-ir
Dockerfile for converting a frozen Tensorflow model to OpenVINO™ Intermediate Representation (IR) using Model Optimizer (MO)
docker dockerfile intermediate-representation model model-optimizer openvino tensorflow
Language:Dockerfile 0
underflow101 / ai-zipper
ai-zipper offers numerous AI model compression methods, also it is easy to embed into your own source code
ai-optimization model-compression model-optimization model-optimizer
Language:Python 0
yvgupta03 / AI_MobileNet_Image-Classification
AI based image classification inspired MobileNet V2 architecture by implementing changes in base architecture and details about using it as a quick response model (proposition) for rapid application as well as comparing it with other models for the same application.
artificial-intelligence cifar10 cifar100 cnn-classification hyperparameter-tuning image-classification inference-times mobilenetv2 model-optimizer neural-networks resnet resnet34 pytorch python
Language:Jupyter Notebook 0

model-optimizer

Adlik / Adlik

Adlik / model_optimizer_tf

dkurt / openvino_pytorch_layers

bethusaisampath / YOLOs_OpenVINO

yas-sim / openvino-model-division-and-simple-custom-layer

MrEliptik / Keras_to_TF_NCS2

vuiseng9 / openvino-ubuntu

bethusaisampath / YOLOv5_Openvino

likholat / openvino_quantization

polarbeargo / Intel-Edge-AI-Scholarship-Foundation-Course-Nanodegree-Program-Show-Case-Group-Project

tuan-l / rpi-openvino-docker

mourice-oduor / Intel-Edge-AI-Foundation-course-

Develop-Packt / Using-OpenVINO-and-OpenCV

docongminh / face-recognition-serving

mrb987 / autooptimizer

Valderas7 / TFM-MovidiusNCS

KnightWhoSayNi / openvino-tf-to-ir

underflow101 / ai-zipper

yvgupta03 / AI_MobileNet_Image-Classification