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centerface.pytorch icon centerface.pytorch

unofficial version of centerface, which achieves the best balance between speed and accuracy at face detection

centermulti icon centermulti

基于CenterNet训练的目标检测&人脸对齐&姿态估计模型

centernet icon centernet

Object detection, 3D detection, and pose estimation using center point detection:

crnn_tensorflow icon crnn_tensorflow

Convolutional Recurrent Neural Networks(CRNN) for Scene Text Recognition

easyquant icon easyquant

EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activations.

fairmot icon fairmot

A simple baseline for one-shot multi-object tracking

keras-lbl-ivs icon keras-lbl-ivs

keras实现人证比对论文《Large-scale Bisample Learning on ID vs. Spot Face Recognition》的核心**; 当类别数非常大时(超过百万),GPU显存可能无法装载权重参数;可以使用支配原型概念,每个step将相关的类别一块训练,step开始时将当前mini-batch的类别原型权重加载到GPU中,而不用加载所有的类别权重参数; step结束时更新并保存当前训练类别的原型权重

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

onnx-utils icon onnx-utils

Utility scripts for editing or modifying onnx models

pynet icon pynet

Generating RGB photos from RAW image files with PyNET

qnx_driver icon qnx_driver

This simple project demonstrates the functionality of an IO driver, being used as a resource manager.

start-machine-learning icon start-machine-learning

A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2021 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

yolov5 icon yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

yolov5_ncnn icon yolov5_ncnn

🍅 Ncnn deployment on mobile,support:YOLOv5s,YOLOv4-tiny,MobileNetV2-YOLOv3-nano,Simple-Pose,Yolact,ChineseOCR-lite,ENet and Landmark106 on camera.

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