Stars
a GUI application, which uses YOLOv8 for Object Detection/Tracking, Human Pose Estimation/Tracking from images, videos or camera
Provide normal insulator images captured by UAVs and synthetic defective insulator images.
dataset of the upcoming paper "Saliency of magnetic tile surface defects"
Small Object Detection Algorithm Incorporating Swin Transformer for Tea Buds
这是一个efficientdet-pytorch的源码,可以用于训练自己的模型。
这是一个efficientdet-tf2(tensorflow2)的源码,可以用于训练自己的模型。
这是一个centernet-pytorch的源码,可以用于训练自己的模型。
这是一个retinanet-pytorch的源码,可以用于训练自己的模型。
这是各个主干网络分类模型的源码,可以用于训练自己的分类模型。
OpenMMLab Pre-training Toolbox and Benchmark
利用pytorch实现图像分类的一个完整的代码,训练,预测,TTA,模型融合,模型部署,cnn提取特征,svm或者随机森林等进行分类,模型蒸馏,一个完整的代码
A curated list of deep learning image classification papers and codes
这是一个faster-rcnn的pytorch实现的库,可以利用voc数据集格式的数据进行训练。
This is a brief intorduction of our work towards eyeblink detection in the wild, which is publiced in IEEE Transactions on Information Forensics and Security (TIFS)
一些关于目标检测的脚本的改进思路代码,详细请看readme.md
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas lik…
Object Detection using EfficientNet
基于pytorch版ssd进行改进注入CBAM空间通道注意力机制,加入FPN,类别损失函数改为focalloss
SSD 改进:backbone增加resnet,并针对resnet加入attention机制,为了充分利用细节特征和语义特征,还加入了特征融合模型
Repository for Single Shot MultiBox Detector and its variants, implemented with pytorch, python3.
这是一个mobilenet-ssd-keras的源码,可以用于训练自己的轻量级ssd模型。
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet…
RT-GENE: Real-Time Eye Gaze and Blink Estimation in Natural Environments
A PyTorch Implementation of Single Shot MultiBox Detector
Official Implementation of "Vision-based Behavioral Recognition of Novelty Preference in Pigs"
Creating Custom Action Recognition Model using TensorFlow (CNN + LSTM)