lvpchen,github

nn_tools

Neural Network Tools: Converter and Analyzer. For caffe, pytorch, draknet and so on.

npd

C++ implementation of Fast-and-Accurate-Unconstrained-Face-Detector

npu_caffessd

RK3399 Pro NPU support for Caffe SSD detector

objdetection

The aim of this project is to implement object detection using Opencv libraries and estimate distance of the object from camera. Also, calculate the time consumed to detect objects.

object-detection-metrics

Most popular metrics used to evaluate object detection algorithms.

onnx

Open standard for machine learning interoperability

opennpd

C++ detect and train of "A Fast and Accurate Unconstrained Face Detector".

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

pelee

Pelee: A Real-Time Object Detection System on Mobile Devices

pico

A minimalistic framework for fast object detection (with a pre-trained face detector)

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]

portraitnet

Code for the paper "PortraitNet: Real-time portrait segmentation network for mobile device" @ CAD&Graphics2019

prepare_detection_dataset

convert dataset to coco/voc format

prometheus

Open source software for autonomous drones.

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pythonpark

Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。

pytorch-cpn

A PyTorch re-implementation of CPN (Cascaded Pyramid Network for Multi-Person Pose Estimation)

pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

pytorch-yolov4

PyTorch ,ONNX and TensorRT implementation of YOLOv4

qmnist

The QMNIST dataset

r-centernet

detector for rotated-object based on CenterNet/基于CenterNet的旋转目标检测

real-time-action-recognition

Real-time pose estimation and action recognition

real-world-masked-face-dataset

Real-World Masked Face Dataset，口罩人脸数据集

realtime-action-recognition

Multi-person real-time recognition (classification) of 9 actions based on human skeleton from OpenPose and a 0.5-second window.

realtime_multi-person_pose_estimation

Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)

resnet-18-caffemodel-on-imagenet

ResNet-18 Caffemodel @ilsvrc12 shrt 256 with Top-1 69% Top-5 89%

resnet-imagenet-caffe

train resnet on imagenet from scratch with caffe

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