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wgq18's Projects

26-5000-human-target-detection-based-on-pynq-z2 icon 26-5000-human-target-detection-based-on-pynq-z2

This is PYNQ based human target detection project, mainly implemented based on FPGA Yolov2 Acceleration Algorithm; this project can take environmental images through the camera, and then box out all the people in the environment, and show the number of people

cnn_for_slr icon cnn_for_slr

A trained Convolutional Neural Network implemented on ZedBoard Zynq-7000 FPGA.

gfocal icon gfocal

Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020

gfocalv2 icon gfocalv2

Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection, CVPR2021

img_defog icon img_defog

一种基于FPGA平台的实时视频去雾系统项目代码,其中bit流文件可以直接下载到PYNQ-Z2开发板上,通过usb和hdmi设备输入有雾视频,将去雾后的视频输出到显示屏上。c++源代码部分是我们的去雾IP核的源代码。

lite.ai.toolkit icon lite.ai.toolkit

🍅🍅A lite C++ toolkit of awesome AI models with ONNXRuntime, NCNN, MNN and TNN. YOLOX, YOLOP, YOLOv5, YOLOR, NanoDet, YOLOX, SCRFD, YOLOX. MNN, NCNN, TNN, ONNXRuntime, CPU/GPU ...

mcfl icon mcfl

MCFL for Pedestrian attribute recognition

msnhnet icon msnhnet

🔥 (yolov3 yolov4 yolov5 unet ...)A mini pytorch inference framework which inspired from darknet.

openwifi icon openwifi

open-source IEEE 802.11 WiFi baseband FPGA (chip) design: driver, software

visdrone-dataset icon visdrone-dataset

The dataset for drone based detection and tracking is released, including both image/video, and annotations.

weighted-boxes-fusion icon weighted-boxes-fusion

Set of methods to ensemble boxes from different object detection models, including implementation of "Weighted boxes fusion (WBF)" method.

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