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Tencent / TNN

Star 3.4k

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.

ocr deep-learning tensorflow inference pytorch tengine face-detection tensorrt mnn coreml ncnn openvino hairsegmentaion
  • Updated Mar 25, 2022
  • C++

PINTO0309 / PINTO_model_zoo

Sponsor
Star 1.5k

A repository that shares tuning results of trained models generated by TensorFlow / Keras. Post-training quantization (Weight Quantization, Integer Quantization, Full Integer Quantization, Float16 Quantization), Quantization-aware training. TensorFlow Lite. OpenVINO. CoreML. TensorFlow.js. TF-TRT. MediaPipe. ONNX. [.tflite,.h5,.pb,saved_model,tfjs,tftrt,mlmodel,.xml/.bin, .onnx]

caffe computer-vision model-zoo tensorflow model models keras pytorch pretrained-models coreml onnx tensorflow-lite tflite tensorflowjs tfjs openvino edgetpu mediapipe tflite-models tf-trt
  • Updated Mar 27, 2022
  • Python

nebuly-ai / nebullvm

Star 817
Open

Bug in TVM installation (on CPU) for Ubuntu 18.04 systems

1
morgoth95
morgoth95 commented Mar 2, 2022

The auto-installer fails to install TVM correctly due to llvm not being installed on Ubuntu 18.04 systems. In fact, the command

sudo apt-get install llvm12

fails in Ubuntu 18.04 since llvm12 seems to be not supported. I tested the OS with llvm10 and it seems to work.
So, to solve this issue it should be enough to locate the version of ubuntu and for 18.04 install lllvm10 instead of l

Read more
bug good first issue

openvinotoolkit / anomalib

Star 689
Open

Add GANomaly metrics to READMEs

ashwinvaidya17
ashwinvaidya17 commented Feb 2, 2022

PR openvinotoolkit/anomalib#70 does not add GANomaly metrics to the readmes.
It will be more convenient to add it after PR openvinotoolkit/anomalib#17 is merged.

The READMEs should follow a similar structure as DFM and DFKDE

Tasks

  • GANomaly readme
  • Repository readme
Read more
Documentation Good First Issue

PINTO0309 / MobileNet-SSD-RealSense

Sponsor
Star 343

[High Performance / MAX 30 FPS] RaspberryPi3(RaspberryPi/Raspbian Stretch) or Ubuntu + Multi Neural Compute Stick(NCS/NCS2) + RealSense D435(or USB Camera or PiCamera) + MobileNet-SSD(MobileNetSSD) + Background Multi-transparent(Simple multi-class segmentation) + FaceDetection + MultiGraph + MultiProcessing + MultiClustering

python raspberry-pi opencv caffe ubuntu raspberrypi multiprocessing raspbian deeplearning realsense usbcamera facedetection mobilenet-ssd neural-compute-stick mobilenetssd d435 openvino movidus ssdmobilenet
  • Updated Nov 12, 2019
  • Python

DoubangoTelecom / ultimateALPR-SDK

Star 326

World's fastest ANPR / ALPR implementation for CPUs, GPUs, VPUs and FPGAs using deep learning (Tensorflow, Tensorflow lite, TensorRT, OpenVINO). Multi-Charset (Latin, Korean, Chinese) & Multi-OS (Jetson, Android, Raspberry Pi, Linux, Windows) & Multi-Arch (ARM, x86).

android windows linux raspberry-pi machine-learning deep-learning tensorflow artificial-intelligence license-plate plate-recognition anpr jetson alpr jetson-tx2 license-plate-recognition license-plate-detection anpr-sdk openvino jetson-nano openvino-toolkit
  • Updated Mar 16, 2022
  • C++

PINTO0309 / openvino2tensorflow

Sponsor
Star 191

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 host PC GUI and the camera to verify the operation. NVIDIA GPU (dGPU) support. Intel iHD GPU (iGPU) support.

docker converter caffe mxnet tensorflow keras pytorch tensorrt coreml onnx tensorflow-lite tflite tensorflowjs tfjs openvino models-converter edgetpu tf-trt
  • Updated Mar 27, 2022
  • Python

PINTO0309 / tflite2tensorflow

Sponsor
Star 152

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.

docker converter tensorflow tensorflow-models tensorrt coreml onnx tensorflow-lite tflite tensorflowjs tfjs openvino models-converter edgetpu mediapipe depthai tf-trt models-conver
  • Updated Mar 27, 2022
  • Python

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