609 Open source projects that are alternatives of or similar to Tensorrtx

This is a highly separated deployment project based on Deepstream , including the full range of Yolo and continuously expanding deployment projects such as Ocr.

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

High level network definitions with pre-trained weights in TensorFlow

记录每一个常用的深度模型结构的特点（图和代码）

SimpleAICV:pytorch training example on ImageNet(ILSVRC2012)/COCO2017/VOC2007+2012 datasets.Include ResNet/DarkNet/RetinaNet/FCOS/CenterNet/TTFNet/YOLOv3/YOLOv4/YOLOv5/YOLOX.

用python做计算机视觉，人工智能，机器学习，深度学习等

我的笔记和Demo，包含分类，检测、分割、知识蒸馏。

Support Yolov5(4.0)/Yolov5(5.0)/YoloR/YoloX/Yolov4/Yolov3/CenterNet/CenterFace/RetinaFace/Classify/Unet. use darknet/libtorch/pytorch/mxnet to onnx to tensorrt

practice on CIFAR10 with Keras

PyTorch ,ONNX and TensorRT implementation of YOLOv4

No description or website provided.

Classification models trained on ImageNet. Keras.

PyTorch implementation of DeepDream algorithm

YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite

This is a code repository for pytorch c++ (or libtorch) tutorial.

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

More readable and flexible yolov5 with more backbone(resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer) and (cbam，dcn and so on), and tensorrt

RM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is large.

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

YOLOv4 object detector using TensorRT engine

Light-weight Single Person Pose Estimator

Push-pull streaming and Web display of YOLO series

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

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

a deep accent recognition network

YOLO v3, v4, v5, v6, v7 + SORT tracking + ROS platform. Supporting: YOLO with Darknet, OpenCV(DNN), OpenVINO, TensorRT(tkDNN). SORT supports python(original) and C++. (Not Deep SORT)

🍅🍅🍅YOLOv5-Lite: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 930+kb (int8) and 1.7M (fp16). It can reach 10+ FPS on the Raspberry Pi 4B when the input size is 320×320~

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

Age and Gender Estimation Using Convolutional Neural Network

ODAM - Object detection and Monitoring

Pytorch Imagenet Models Example + Transfer Learning (and fine-tuning)

Yolov3 on tensorflow2.0 and tensorrt7.0

Deploy the pruned YOLOv3/v4/v4-tiny/v4-tiny-3l model on OpenVINO embedded devices

yolov3 by pytorch

C++ library based on tensorrt integration

You can import this module directly

Collection of Object Detection and Segmentation Pipelines🛸🚀

CBAM implementation on TensorFlow Slim

Computer vision library for wildfire detection

yolo3 implement by tensorflow， including mobilenet_v1, mobilenet_v2

TensorFlow implementation of Faster RCNN for Object Detection

tensorRt-inference darknet2onnx pytorch2onnx mxnet2onnx python version

yolov3 with mobilenetv2 and efficientnet

A client to connect to cortex-provisioned infrastructure on AWS to do license plate identification in real time.

天池医疗AI大赛[第一季]：肺部结节智能诊断 UNet/VGG/Inception/ResNet/DenseNet

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

DeepLabv3, DeepLabv3+ and pretrained weights on VOC & Cityscapes

This repo is a C++ version of yolov5_deepsort_tensorrt. Packing all C++ programs into .so files, using Python script to call C++ programs further.

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

ImageNet pre-trained models with batch normalization for the Caffe framework

PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）

MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB🔥🔥🔥

Reproduces ResNet-V3 with pytorch

OpenMMLab Image Classification Toolbox and Benchmark

利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码

🔥Improve yolo with latest paper

PyTorch implementation of CNNs for CIFAR benchmark

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

Training examples and results for ImageNet(ILSVRC2012)/CIFAR100/COCO2017/VOC2007+VOC2012 datasets.Image Classification/Object Detection.Include ResNet/EfficientNet/VovNet/DarkNet/RegNet/RetinaNet/FCOS/CenterNet/YOLOv3.

A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).