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3gi's Projects

binarynet icon binarynet

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

cctsdb icon cctsdb

CSUST Chinese Traffic Sign Detection Benchmark

clip-onnx-ax650-cpp icon clip-onnx-ax650-cpp

c++实现的clip推理,模型有一点点改动,但是不大,改动和导出模型的代码可以在readme里找到,模型文件都在Releases里,包括AX650的模型。新增支持ChineseCLIP

facealgorithm icon facealgorithm

face detection face recognition包含人脸检测(retinaface,yolov5face,yolov7face,yolov8face),人脸检测跟踪(ByteTracker),人脸角度计算(Face_Angle)人脸矫正(Face_Aligner),人脸识别(Arcface),口罩检测(MaskRecognitiion),年龄性别检测(Gender_age),静默活体检测(Silent_Face_Anti_Spoofing),FaceAlignment(106keypoints)

mediasrv_linux icon mediasrv_linux

流媒体服务器Linux版本 RTMP HLS RTSP Stream server。 Support HLS RTMP RTSP HTTP-TS HTTP-FLV HTTP-AAC。 Output video in 0.2-0.3 seconds,very fast。

model-compression icon model-compression

model compression based on pytorch (1、quantization: 8/4/2bits(dorefa)、ternary/binary value(twn/bnn/xnor-net);2、 pruning: normal、regular and group convolutional channel pruning;3、 group convolution structure;4、batch-normalization folding for binary value of feature(A))

models icon models

Models and examples built with TensorFlow

multitask-hydranet icon multitask-hydranet

multitask mono camera perception with three tasks: object detection; lane detection; semantic segmentation

mvision icon mvision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

platerecognition icon platerecognition

License-Plate-Recognition 支持12种车牌检测识别,包含yolov5,yolov7,yolov8车牌检测,车牌矫正,车牌识别等,准确率高达99.5% 还有车牌数据集提供下载

sherpa-ncnn icon sherpa-ncnn

Real-time speech recognition using next-gen Kaldi with ncnn without Internet connection. Support iOS, Android, Raspberry Pi, VisionFive2, etc.

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