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messileo1's Projects

dropblock icon dropblock

Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.

edge-dectection_canny-otsu icon edge-dectection_canny-otsu

Implementation for the paper "Han et al., 2013, Research and Implementation of an Improved Canny Edge Detection Algorithm"

external-attention-pytorch icon external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

get_ap_recall_precision_f1 icon get_ap_recall_precision_f1

将每个预测类别的score以score对应的RECALL、PRECISION、F1在控制台打印出来,而AP曲线的数据在result文件夹下面的TXT文件里有

how_to_train_yolo icon how_to_train_yolo

如何训练与测试YOLO,以及其中的一些注意事项,版本不断更新中

leetcode-master icon leetcode-master

《代码随想录》LeetCode 刷题攻略:200道经典题目刷题顺序,共60w字的详细图解,视频难点剖析,50余张思维导图,支持C++,Java,Python,Go,JavaScript等多语言版本,从此算法学习不再迷茫!🔥🔥 来看看,你会发现相见恨晚!🚀

load_weights_test icon load_weights_test

加载权重的两种方式及网络测试,权重文件和yolov4_tiny这个Respository是一样的

mmrazor icon mmrazor

OpenMMLab Model Compression Toolbox and Benchmark.

mobilenet-yolov4-pytorch icon mobilenet-yolov4-pytorch

这是一个mobilenet-yolov4的库,把yolov4主干网络修改成了mobilenet,修改了Panet的卷积组成,使参数量大幅度缩小。

object-detection-usages icon object-detection-usages

The brief implementation and using examples of object detection usages like, IoU, NMS, soft-NMS, SmoothL1、IoU loss、GIoU loss、 DIoU loss、CIoU loss, cross-entropy、focal-loss、GHM, AP/MAP and so on by Pytorch.

pytorch-loss icon pytorch-loss

label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful

repdistiller icon repdistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

serial_comm icon serial_comm

2023.08.15晚上测试通过虚拟串口通过ROS节点订阅话题消息并打印出来

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