Derek's repositories
Smart_Construction
Head Person Helmet Detection on Construction Sites，基于目标检测工地安全帽和禁入危险区域识别系统，🚀😆附 YOLOv5 训练自己的数据集超详细教程！！！😆🚀
pytorch-YOLOv4
PyTorch ,ONNX and TensorRT implementation of YOLOv4
dcnv2_trt
TensorRT plugin forDCNv2 layer in ONNX model
yolov4-tiny-tensorrt
Got 100fps on TX2. Got 500fps on GeForce GTX 1660 Ti. Implement yolov4-tiny-tensorrt layer by layer using TensorRT API. If the project is useful to you, please Star it.
ComputeLibrary
The Compute Library is a set of computer vision and machine learning functions optimised for both Arm CPUs and GPUs using SIMD technologies.
VisionWorks_C1
Read in two pictures and display alternately.
yolov5
YOLOv5 in PyTorch > ONNX > CoreML > iOS
yolov5-tensorrt
A tensorrt implementation of yolov5: https://github.com/ultralytics/yolov5
YOLOv4_tensorflow
implement yolov4 with pure tensorflow and you can training net on your own dataset. YOLOv4的纯tensorflow实现,可训练自己的模型.
caffe-yolov3
A real-time object detection framework of Yolov3/v4 based on caffe
tensorflow-yolov3
🔥 pure tensorflow Implement of YOLOv3 with support to train your own dataset
TensorRT-YOLOv4
tensorrt5, yolov4, yolov3,yolov3-tniy,yolov3-tniy-prn
tiny-tensorrt
a simple, efficient, easy-to-use nvidia TensorRT wrapper for cnn,sopport c++ and python
tf-pose-estimation
Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.
TensorRT
TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.
libfacedetection.train
The training program for libfacedetection for face detection and 5-landmark detection.
tensorrt-zoo
openpose, yolov3 with tiny-tensorrt
darknet
Convolutional Neural Networks
ASFF
yolov3 with mobilenet v2 and ASFF
tensorflow-eager-tutorials
Simple tutorials for building neural networks with TensorFlow Eager mode.
tensorflow-serving-yolov3
主要对原tensorflow版本算法进行了网络修改，显示调整，数据处理等细节优化，详细说明了 从本地训练到serving端部署yolov3的整个流程,训练了Visdrone2019无人机数据集, 准确率 较高, 训练工业检测数据集（非80类中的一类），mAP为97.51，FPS在1080上测试15-20帧！
MobileNet-SSD
Caffe implementation of Google MobileNet SSD detection network, with pretrained weights on VOC0712 and mAP=0.727.
MTCNN-Tensorflow
Reproduce MTCNN using Tensorflow
ImageProcessing100Wen
「画像処理100本ノック」中文版本！为图像处理初学者设计的 100 个问题。
Safety-Helmet-Wearing-Dataset
Safety helmet wearing detect dataset, with pretrained model
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
d2l-pytorch
This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.
deepstream_reference_apps
Samples for TensorRT/Deepstream for Tesla & Jetson
YOLOv3_TensorFlow
Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.
TensorRT-Yolov3
TensorRT for Yolov3