關於 yolov4-tiny ，我們在網路上蒐集到這些相關的討論、資訊與評價

#11. 基于改进YOLOv4-Tiny算法的移动端实时司机违章行为检测

基于改进YOLOv4-Tiny算法的移动端实时司机违章行为检测. Real-Time Drivers' Violation Detection on Mobile Terminal Based on Improved YOLOv4-Tiny.

#12. Yolov4-tiny and Spatial Pyramid Pooling for Detecting Head ...

Yolov4 -tiny is the recent tiny version of YOLO that has the advantage of a straightforward and fast in detecting objects. However, Yolov4-tiny obtain lower ...

#13. Where can I get pre-trained model for YOLOv4 Tiny on COCO ...

Guys I am trying to look for demo for object detection using YOLOv4 Tiny on every day objects. Therefore I am looking pre-trained model for ...

#14. FPS of YOLOv3-tiny and YOLOv4-tiny models on different ...

YOLOv4 -tiny ran much faster than the YOLOv4 model (compare Tables 3 and 4), but the accuracy dropped after weight optimization. We can clearly see that the ...

#15. Training a Tiny YOLOv4 Object Detector with Your Own Data

the 'obj.data' file contains paths for files used by Darknet and the number of classes to train the yolo model. · the 'obj. · the train. · the yolov4-tiny. · the ...

#16. YOLOv4 团队最新力作！1774fps、COCO 最佳精度 - 极市高 ...

在这部分内容里面，我们将讨论一下模型扩展的一些准则。从三个方面展开介绍：(1) 量化因子的分析与设计；(2) 低端GPU上tiny目标检测器的量化 ...

#17. YOLOv4-Tiny來了！371 FPS！ - sa123

實際上，YOLOv4-Tiny 在大前天（2020.06.25）的晚上就正式釋出了，但鑑於當時處於端午假期，Amusi 特意沒有更新，希望各位CVers過個好節，科研緩一 ...

#18. 基于Yolov4 和Yolov4-tiny 的Human Detector 训练记录 - Cmd ...

1、Human Detector 使用步骤 · 2、自定义数据集训练Yolov4 & Yolov4-tiny. 2.1 准备文件; 2.2 准备数据; 2.3 训练和测试 · 3、性能对比 ...

#19. YOLOV4-TINY _ 搜索结果 - 搜索-哔哩哔哩(゜

点击查看更多相关视频、番剧、影视、直播、专栏、话题、用户等内容；你感兴趣的视频都在B站，bilibili是国内知名的视频弹幕网站，这里有及时的动漫新番，活跃的ACG氛围 ...

#20. YOLOv4-Tiny來了！371 FPS！ - 幫趣

無論是AP，還是FPS的性能，其相較於YOLOv3-Tiny、Pelee、CSP都是巨大的提升，如下圖所示：. 目前YOLOv4的模型（cfg、weights）已經在官網放出，大家可以 ...

#21. 轉寄 - 博碩士論文行動網

論文名稱(外文):, On the Design of Low Computation Complexity Architecture Based on YOLOv4-tiny Neural Network. 指導教授: 王立洋. 學位類別: 碩士.

#22. 麗臺科技論壇- YOLOv4團隊開源最新力作！1774fps

2020年中yolov4提出並震驚整個cv界，原本的yolo系列本來因為原作者個人 ... 這些準則架構出CSP-ized yolov4、yolov4-large、yolov4-tiny，並在不同GPU ...

#23. 基于改进YOLOv4-tiny算法的手势识别 - 电子与信息学报

Gesture Recognition Based on Improved YOLOv4-tiny Algorithm ... 摘要: 随着人机交互的发展，手势识别越来越重要。同时，移动端应用发展迅速，将人机交互技术在移动端实现 ...

#24. 立達軟體科技股份有限公司 - LEADERG

YOLOv4 Tiny 演算法可以應用在工廠瑕疵檢測、醫療影像分析、生物影像分析、工安影像分析、口罩影像分析等。

#25. 如何以Google Colab及Yolov4-tiny來訓練自定義資料集 以狗臉

在這個範例中將採用雲端、免費的Google Colab CPU+GPU運算資源及內建的Jupyter Notebook加上Python開發環境，搭配最常見的Darknet及Yolov4-tiny物件偵 ...

#26. YOLO V4 Tiny改进版来啦！速度294FPS精度不减YOLO V4 Tiny

此YOLO V4 Tiny改进在保证精度的同时帧率可以达到294FPS！具有比YOLOv4-tiny（270 FPS）和YOLOv3-tiny更快的目标检测速度（277 FPS），并且其平均精度 ...

#27. 几个目标检测算法的比较——yolov4,yolov4-tiny,faster ...

YOLOv4 ，YOLOv4-tiny在Tensorflow 2.0中实现。 将YOLO v4，YOLOv3，YOLO tiny .weights转换为.pb，.tflite和trt格式以生成tensorflow，tensorflow lite和tensorRT。

#28. yolo-v4-tiny-tf — OpenVINO™ documentation

YOLO v4 Tiny is a real-time object detection model based on “YOLOv4: Optimal Speed and Accuracy of Object Detection” paper. It was implemented in Keras* ...

#29. Object Detection on Taiwanese Traffic using YOLOv4 Tiny

Training and fine-tuning YOLOv4 Tiny on custom object detection dataset for Taiwanese traffic,Taiwanese-Traffic-Object-Detection.

#30. 全民來找碴- YOLOv4 戴口罩檢測 - 薛惟仁筆記本

並使用YOLOv4 (You Only Look Once) 物件辨識演算法來偵測戴口罩的人。 ... cp /home/user/darknet/cfg/yolov4-tiny-custom.cfg ...

#31. Train a custom YOLOv4-tiny detector using Google Colab

In this tutorial, we will be training a custom detector for mask detection using YOLOv4-tiny and Darknet.

#32. Improved YOLOv4-tiny network for real-time electronic ...

Although YOLOv4-tiny can already detect the input image in real time, the detection accuracy is insufficient. In this case, the dataset contains ...

#33. YOLOv4-Tiny來了！371 FPS！ - 專知, 為人工智能從業者服務!

據Amusi 了解，目前YOLOv4作者（AlexeyAB）並沒有正式給出Tiny版的算法介紹。其實對YOLO熟悉的同學，可以先看一下cfg文件，就能了解一些內容。 不過， ...

#34. 1.使用YOLOv4-tiny预训练模型 - 程序员宅基地

文章目录1.编译darknet2.训练3.测试YOLOv4-tiny的原理本文暂时不讲，只有应用1.编译darknet1.在GitHub网址https://github.com/AlexeyAB/darknet下载最新版的darknetAB ...

#35. SORT-YM: An Algorithm of Multi-Object Tracking with YOLOv4 ...

Therefore, we utilize YOLOv4-tiny as the detector to improve the detection accuracy and speed. Moreover, we design a motion prediction strategy ...

#36. YOlov4-tiny with batch size 64 works , but batch size 1 gives ...

Description Hello, Anyone have any idea about Yolov4 tiny model with batch size 1. I refered this Yolov4 repo Here to generate onnx file.

#37. Train a yolov4-tiny on the custom dataset using google colab.

In this tutorial, we will discuss how to train YOLOV4-tiny and darknet for a custom objectsdetection. Prepare dataset for training YOLOV4-tiny ...

#38. 在win10上使用YOLOV4-tiny训练模型（亲身经历一步步总结）

目录. 目录. 1.安装cuda和cudnn11.1并配置. 2.Yolov4-tiny垃圾训练步骤. 1.安装cuda和cudnn11.1并配置. 参考：【NVIDIA】Win10 + CUDA10 + cuDNN 安装教程安装cuda ...

#39. Article 基于YOLOv4-tiny 的溜筒卸料煤尘检测方法The ...

Li H B, Sun Y, Zhang W M, et al. The detection method for coal dust caused by chute discharge based on YOLOv4-tiny[J]. Opto-Electron Eng, 2021, 48(6): 210049.

#40. 超越YOLOv4-tiny！YOLObile：移動設備上的實時目標檢測

實驗結果表明，他們的剪枝方案以49.0 mAP達到YOLOv4壓縮率的14倍。在其YOLObile框架下，在Samsung Galaxy S20上使用GPU實現了17 FPS推理速度。通過合併其 ...

#41. VIM3 NPU - yolov4-tiny import model issue - Khadas Community

Dear Khadas Team, I use “aml_npu_sdk_6.4.0.10” to transform yolo model. When using “0_import_model.sh” to import yolo4-tiny model, ...

#42. [PDF] Real-time object detection method based on improved ...

The "You only look once v4"(YOLOv4) is one type of object detection methods in deep learning. YOLOv4-tiny is proposed based on YOLOv4 to ...

#43. 睿智的目標檢測35——Pytorch 搭建YoloV4-Tiny目標檢測平臺

什麼是YOLOV4-Tiny. 在這裏插入圖片描述. YOLOV4是YOLOV3的改進版，在YOLOV3的基礎上結合了非常多的小Tricks。

#44. yolov4-tiny Topic - Giters

A Wide Range of Custom Functions for YOLOv4, YOLOv4-tiny, YOLOv3, and YOLOv3-tiny Implemented in TensorFlow, TFLite, and TensorRT.

#45. YOLOv4-tiny目标检测实战：训练自己的数据集(Ubuntu)

YOLOv4 -tiny在COCO上的性能可达到：40.2% AP50, 371 FPS (GTX 1080 Ti)。相较于YOLOv3-tiny，AP和FPS的性能有巨大提升。并且，YOLOv4-tiny的权重文件只有23MB，适合在移动 ...

#46. Visualize yolov4-tiny and yolov4 network structure diagram

Visualize yolov4-tiny and yolov4 network structure diagram, Programmer Sought, the best programmer technical posts sharing site.

#47. Multi‐Object Detector YOLOv4‐Tiny Enables High ...

They trained YOLOv4-tiny to detect SH-SY5Y cells, polyacrylamide beads, and cellular aggregates in a single model, with a precision of 92% for ...

#48. yolov4-tiny网络结构 - 程序员资料

yolov4 -tiny中，有个tebie之处就是，route层有groups和group_id,我认为就是，将输入数据按照通道个数平均分成groups分，实际数据的就是第group_id份数据。

#49. 基于改进YOLOv4-tiny模型的车辆和行人检测 - X-MOL

The simulation results show that: Compared with yolov4-tiny, the accuracy of the improved network structure is improved by 3.3%, ...

#50. YOLOv4-tiny size mismatch error - vision - PyTorch Forums

Hii, I'm trying to create an object detector with YOLOv4-tiny and I got the weights and cfg file from the below links.

#51. TX2利用yolov4實時目標檢測 - 有解無憂

yolov4 -tiny.weights wget https://github.com/AlexeyAB/darknet/releases/download/darknet_yolo_v4_pre/yolov4-tiny.weights # yolov4.weights wget ...

#52. 超越YOLOv4-tiny！YOLObile：移动设备上的实时目标检测_修剪

比YOLOv4快5倍！同时mAP和FPS均优于YOLOv4-tiny！ 一定要看到最后！文末有福利！ 一、摘要. 目标 ...

#53. 294 FPS！速度超越YOLO v4-tiny！精度几乎不减，目标检测新 ...

此YOLO V4 Tiny改进在保证精度的同时帧率可以达到294FPS！具有比YOLOv4-tiny（270 FPS）和YOLOv3-tiny更快的目标检测速度（277 FPS），并且其平均精度 ...

#54. COCO最高精度，分別適合高低端GPU的YOLO - 壹讀

而由此得到的YOLOv4-tiny取得了22.0%AP(42.0%AP50)，推理速度為443fps@TRX 2080Ti；經由TensorRT加速以及FP16推理，batchsize=4時其推理速度可 ...

#55. yolov4-tiny.cfg - GitHub

#56. The Best 43 Python yolov4-tiny Libraries | PythonRepo

Browse The Top 43 Python yolov4-tiny Libraries YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet ) ...

#57. Embedded YOLO: A Real-Time Object Detector for Small ...

At the same time, compared with YOLOv3-Tiny and YOLOv4-Tiny, the detection accuracy is 6% higher. 1. Introduction. Intelligent autonomous driving cars, also ...

#58. ltkhang/face-detection-yolov4-tiny - githubmemory

Yolov4 tiny face detection · Original video: · Video inference on RTX2080Ti (416x416) · Video inference on Jetson nano (192x192) · Run.

#59. ‪#‎yolov4tiny‬ - Explore | Facebook

YOLO已是進到深度學習「物件偵測」的起手式，網路上亦有許多人寫過介紹的文章，這裡再野人獻曝一下，把自己的學習心得分享一下，利用Google Colab和Darknet，就能很 ...

#60. Yolo v4系列学习（五）Yolov4-tiny - ICode9

这几天，AlexeyBochkovskiy大神在Yolov4官网上更新了Yolov4-tiny！这对于计算资源相对紧张的开发者来说当然是福音啊。这样的话，YOLO算法各个版本都有 ...

#61. 可视化yolov4-tiny和yolov4网络结构图 - 程序员大本营

参考这篇博客：netron。以下通过该工具显示了yolov4-tiny和yolov4的网络结构。(前者38层，后者162层). 以下为Yolov4-tiny的网络结构，共计38层。

#62. yolov4-tiny-3l - 程序员ITS304

这几天，Alexey Bochkovskiy大神在Yolov4官网上更新了Yolov4-tiny！这对于计算资源相对紧张的开发者来说当然是福音啊。 这样的话，YOLO算法各个版本都有其对应的tiny ...

#63. yolov4-tiny-tf2 from mynameisyangzy - Github Help

这是一个yolov4-tiny-tf2的源码，可以用于训练自己的模型。.

#64. More Than YOLO（v3, v4, v3-tiny, v4-tiny） - (yolox) - Open ...

When I tried to train yolov3 or yolov4, I found that if I set weight decay to 5e-4，the result is unsatisfactory; if I set it to 0, everything is OK.

#65. YOLO and Tiny-YOLO object detection on the Raspberry Pi ...

What are YOLO and Tiny-YOLO? ... Tiny-YOLO is a variation of the “You Only Look Once” (YOLO) object detector proposed by Redmon et al. in their ...

#66. yolov3-yolov4-matlab - File Exchange - MathWorks

yolov3-yolov4-matlab. version 1.2.1 (1.66 MB) by cui. Import and export Darknet™ models within MATLAB deep learning ...

#67. TensorFlow 2 YOLOv4 | loliot

Run yolov4-tiny-relu on Coral board(TPU). Train tiny-relu with coco 2017 dataset; Update Docs; Optimize model and operations. Performance​ ...

#68. Real-Time Sea Cucumber Detection Based on YOLOv4-Tiny ...

In this paper, in order to implement a real-time cultured sea cucumber detector to the autonomous underwater vehicle (AUV), YOLOv4-tiny and transfer ...

#69. YOLOv3_tiny Vs YOLOv4_tiny : r/computervision - Reddit

YOLOv4 -tiny won't give you better times than YOLOv3-tiny. Note that v3-tiny has 24 layers, while v4-tiny has 38 layers, and in my experience ...

#70. 已解決：Yolov4 adaptation - Intel Communities

Hi!@Max_L_Intel. I have solved yolov4-tiny 's bugs.Now this is full implementation of YOLOV4,V4-tiny and V4-relu. Welcome to have a try and give me ...

#71. TF2搭建YoloV4-Tiny目标检测平台（tensorflow2）一 - 图灵联邦

什么是YOLOV4-Tiny YOLOV4是YOLOV3的改进版，在YOLOV3的基础上结合了非常多的小Tricks。 尽管没有目标检测上革命性的改变，但是YOLOV4依然很好的结合了速度与精度。

#72. 关于yolov4的结构学习（yolov4/yolov4-tiny/scale yolov4）

目录一、yolov4中的基础结构： 1.Dark layer 2.rCSP(普通结构without SPP): 3.rCSP（SPP） 4.CSPUP 二、三种yolov4的结构对比： 三、yolov4-tiny的 ...

#73. Yolov4 vs tensorflow - Blendio

yolov4 vs tensorflow YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2. Instanciate YoloV4 model, load COCO weights and run prediction on ...

#74. Yolov5 tensorflow github

Deep Learning Tensorflow Neural Network Projects (807) "GitHub" is a registered Jun 29, 2020 · A Wide Range of Custom Functions for YOLOv4, YOLOv4-tiny, ...

#75. Advances in Intelligent Automation and Soft Computing

The structure of YOLOv4-Tiny-3L-SPP. 4 Experiment In COCO dataset, the accuracy of detection in small objects has an individual performance index APs .

#76. Darknet ros yolov4

/darknet detector test data/obj. data cfg/yolov3-tiny. ... Introduction. jpg YOLO V4 for darknet_ros. weights yolov4-tiny. cfg and modify it per your need): ...

#77. Yolov4 paper pdf - Subasta de Arte Dominicano

Moreover, to test the competence of YOLOv4 algorithm in the present application, its performance has also been compared with YOLOv4-tiny algorithm (a ...

#78. Yolov3 tensorflow 2

0; yolov3 with pre-trained Weights; yolov3-tiny with pre-trained Weights; Inference example YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in ...

#79. Darknet ros yolov4

25 Output coordinates of objects: darknet. exe partial cfg/yolov4-tiny-custom. zip yolov4. This is the environment in which YOLO V4 is ported to ...

#80. Yolov4 pytorch

A pytorch implementation of a darkent trained yolov4-tiny model that can detect number plates and helmets if a number plate is detected it is passed through ...

#81. Yolo V5 Vs Yolov4

There are a huge number of features which are said to improve Convolutional Neural Network (CNN) accuracy. darknet -> tensorrt. yolov4-tiny input image ...

#82. Tensorrt yolov4 github

I am trying to convert a custom-trained yolov4-tiny-3layer model to tensorRT to do accelerated inference on the Jetson AGX. cfg and yolov4. 5 103 162 284 3.

#83. Yolov3 tensorflow github

Installation Installed TensorFlow on your system. x-YOLOv3 and YOLOv4 tutorials. YOLOv3 (236MB) Tiny YOLOv1 (60MB) Tiny YOLOv2 (43MB) Tiny YOLOv3 (34MB) ...

#84. Yolo V5 Tensorflow - aldawod-reinigung.de

edgetpu_compiler -sa yolov4-tiny-relu-int8. TensorFlow is the leading open source AI library for machine learning. After some searching, I found that ...

#85. Yolov4 input size

sorRT, batch size = 4 and FP16-precision the YOLOv4-tiny achieves 1774 FPS. ... the input image) for high resolution networks (for all except yolov4-tiny.

#86. Advances in Swarm Intelligence: 12th International ...

3.2 YOLOv4-Tiny Introduction The YOLOv4 network is too complex, ... YOLOv4tiny is proposed based on YOLOv4 to simple the network structure and reduce ...

#87. Opencv yolov4 - HomeFTW

opencv yolov4 Added more Convolutional Neural Network (CNN) layer in YOLOv4. ... The primary difference between YOLOv4 tiny and YOLOv4 is that the network ...

#88. YOLOV4 DEEP SORT PYTORCH - WELLFLEETCATCH.COM

PyTorch ,ONNX and TensorRT implementation of YOLOv4 . implementation of YOLOv4. ... YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android.

#89. Face mask detection yolov4

Download pre-trained task-specific weights YOLO based Face Mask Detection System . yolov4-tiny-obj_last. View Mask Wearing Recognition for Gymnasiums.

#90. PRICAI 2021: Trends in Artificial Intelligence

In summary, compared with the mainstream algorithms in the table, YOLOv4-tiny Super meets the requirements of FPS and lightweight, and can have better ...

#91. Yolov4 github tensorflow

It sets a single's intellect Also, what works better on Rpi 4 with tensorflow lite, is it YOLOv4 or YOLOv4 Tiny or something else?

#92. Modern Computer Vision with PyTorch: Explore deep learning ...

... dataset: # create a copy of existing configuration and modify it in place !cp cfg/yolov4-tiny-custom.cfg cfg/\ yolov4-tiny-bus-trucks.cfg # max_batches ...

#93. Yolo coco dataset

YOLOv4 is a real-time object detection model that was published in the ... Therefore I am looking pre-trained model for YOLOv4 Tiny pre-trained on COCO ...

#94. Intelligent Equipment, Robots, and Vehicles

This paper is optimized based on YOLOv4-tiny. Although the model increases the cost of 1.1MB compared with the original YOLOv4-tiny, it boosts the value of ...

#95. Proceedings of 2021 Chinese Intelligent Systems Conference

3.1 YOLOv4-tiny Algorithm The YOLOv4-tiny algorithm is used in this study. YOLOv4-tiny is a simplified version of YOLOv4 which is a One-stage target ...

#96. Yolov5 openvino

... ARM CPU plugin, OpenCV, and then run YOLOv4-tiny inference on Raspberry Pi. 当YOLOv5遇见OpenVINO！ 1 YOLOv5网络YOLOv5 于2020年6月发布！

#97. Transfer learning on yolov3

Four transfer learning object detection models namely YOLOv3, YOLOv4, YOLOv3 tiny, and YOLOv4 tiny have been implemented in identifying the masked and ...

#98. Yolov5 tensorflow github - Kamon and Joeykrit

Deep Learning Tensorflow Neural Network Projects (807) "GitHub" is a registered Jun 29, 2020 · A Wide Range of Custom Functions for YOLOv4, YOLOv4-tiny, ...