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

#11. Design of a Scalable and Fast YOLO for Edge-Computing ...

the processing speed of YOLOv4-tiny is slightly faster than YOLOv3-tiny. ... The main contributions of this paper are as follows.

#12. YOLOv4-Tiny来了！371 FPS！ - 知乎专栏

据Amusi 了解，目前YOLOv4作者（AlexeyAB ）并没有正式给出Tiny版的算法介绍。其实对YOLO熟悉的同学，可以先看一下cfg文件，就能了解一些内容。 不过， ...

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

實際上，YOLOv4-Tiny 在大前天（2020.06.25）的晚上就正式發布了， ... CSP - EFM: http://openaccess.thecvf.com/content_CVPRW_2020/papers/w28/ ...

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

In this paper, the authors combine the Deep Learning object detector YOLOv4-tiny with microfluidic Image-Activated Droplet Sorting (DL-IADS) ...

#15. An Improved Network for Small Object Detection Based on ...

putational cost increasing. In this paper, an improved neural network structure based on YOLOv4-Tiny-3L and SPP is proposed. On MS COCO dataset, our.

#16. 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* ...

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

solve the problem of dust detection, this paper proposes a method of coal dust detection based on deep learning. (YOLOv4-tiny). The improved YOLOv4-tiny ...

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

In the remainder of this paper, we focus on 2D electronic component detection, which is the core task of the vision system. Figure 1. figure1.

#19. How to Train a Scaled-YOLOv4 Object Detection Model

Not pictured YOLOv4-tiny running at 1774 FPS on the RTX 2080ti (source) ... We also recommend checking out the Scaled-YOLOv4 paper to explore the benchmarks ...

#20. 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.

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

Vehicle and Pedestrian Detection Based on Improved YOLOv4-tiny Model ... this paper adds two auxiliary remaining network blocks in the ...

#22. A Novel Algorithm YOLOv4-Mini to Detection Automobile Rim ...

... this paper proposes YOLOv4-mini based on improved YOLOv4-tiny. Firstly, the lightweight network YOLOv4-tiny is adopted as the main architecture.

#23. Yolov4 paper pdf - Subasta de Arte Dominicano

Research Paper A real-time table grape detection method based on improved YOLOv4-tiny network in complex background Author links open overlay panel Huipeng ...

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

paper ：https://arxiv.org/2011.08036; Code: https://github.com/WongKinYiu/ScaledYOLOv4 ... 而由此得到的YOLOv4-tiny取得了22.0%AP(42.0%AP50), ...

#25. Scaled-YOLOv4: Scaling Cross Stage Partial Network - CVF ...

sorRT, batch size = 4 and FP16-precision the YOLOv4-tiny achieves 1774 FPS. ... paper, we developed our model scaling methods based on. YOLOv4 [1].

#26. A real-time table grape detection method based on improved ...

Research Paper. A real-time table grape detection method based on improved YOLOv4-tiny network in complex background.

#27. YOLO: Real-Time Object Detection - Joseph Redmon

Tiny YOLO, COCO trainval, test-dev ... See our paper for more details on the full system. ... wget https://pjreddie.com/media/files/yolov3-tiny.weights.

#28. Waste Object Detection and Classification using Deep ...

object detection using YOLOv4 and YOLOv4-tiny with Darknet-53. The dataset consists of 3870 waste images divided into. 4 classes like glass, metal, paper, ...

#29. Micro-YOLO: Exploring Efficient Methods to Compress CNN ...

YOLOv4, YOLOv3-tiny is proposed where its param- eters and multiplication requirements have ... The rest of this paper is organized as follows. Section.

#30. Real Time Pear Fruit Detection and Counting Using YOLOv4 ...

In terms of speed and computational cost, YOLOv4-tiny was found to be the ideal ... to publish this paper with the participant's photograph.

#31. 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 ... 同时mAP和FPS均优于YOLOv4-tiny！ paper： https://arxiv.org/abs/200.

#32. 关于yolov4的结构对比学习（yolov4/yolov4-tiny/scale yolov4）

首先明确一些前提： AB大神的darknet中提供的cfg包括：yolov4、yolov4-tiny和yolov4x-mish ... 同时mAP和FPS均优于YOLOv4-tiny！ paper： https://arxiv.org/abs/200.

#33. Yolov4 h5

Theo bản thân This paper proposed an innovative mechanical design using the ... The problem is how to convert the YOLOv4 Tiny weights darknet to the keras ...

#34. COCO最高精度，分別適合高低端GPU的YOLO - 幫趣

Scaled-YOLOv4:Scaling Cross Stage Partial Network ... 而由此得到的YOLOv4-tiny取得了22.0%AP(42.0%AP50),推理速度爲443fps@TRX 2080Ti； ...

#35. YOLOv4–5D: An Enhancement of YOLOv4 for Autonomous ...

Two Large-scale for Better Small Object Detection (in red box) are added in YOLOv4–5D (figure is adapted from paper) ...

#36. Real-time object detection method based on improved ... - 专知

YOLOv4 -tiny is proposed based on YOLOv4 to simple the network structure and reduce ... In this paper, we systematically study various neural network ...

#37. YOLOv4 on Jetson Nano - JK Jung's blog

Paper on arxiv.org: YOLOv4: Optimal Speed and Accuracy of Object Detection. GitHub: AlexeyAB/darknet. And below is how I installed and tested ...

#38. Object Detection on Taiwanese Traffic using YOLOv4 Tiny

Training and fine-tuning YOLOv4 Tiny on custom object detection ... This is the code for our paper ``Fine-Tuning Pre-trained Language Model ...

#39. YOLOv4-Tiny來了！371 FPS！_極市平臺

實際上，YOLOv4-Tiny 在大前天（2020.06.25）的晚上就正式釋出了，但鑑於 ... EFM: http://openaccess.thecvf.com/content_CVPRW_2020/papers/w28/ ...

#40. yolov4tiny网络框架- 程序员秘密

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 ... 同时mAP和FPS均优于YOLOv4-tiny！ paper： https://arxiv.org/abs/200.

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

FOLLOW THESE 12 STEPS TO TRAIN AN OBJECT DETECTOR USING YOLOv4-tiny ... function ClickConnect(){console.log("Working"); document .

#42. 轉寄 - 博碩士論文行動網

In this paper we use the deep learning architecture YOLOv4 608x608 model to detect ... The detection model we use is a lightweight YOLOv4 Tiny model.

#43. A Gentle Introduction to YOLO v4 for Object detection in ...

You can download all YOLO paper from the following link ... There is a fast version of YOLO called “Tiny-YOLO” which only has 9 convolution ...

#44. Vehicle and Pedestrian Detection Based on Improved ...

The simulation results show that: Compared with yolov4-tiny, the accuracy of the ... Network model improvement In this paper, spatial attention mechanism[9] ...

#45. Implement yolov4 from scratch

/darknet detect cfg/custom-yolov4-tiny-detector. ... Implement a Vue cascading component from scratch In this paper, we need to useCustom ...

#46. 基于YOLOv4-tiny改进的轻量级口罩检测算法 - 中国光学期刊网

口罩检测 YOLOv4-tiny 空间金字塔池化 特征融合 mask detection ... this paper proposes a lightweight mask detection algorithm based on improved ...

#47. Yolov4 ppt

In this paper, we propose a YOLOv4-based system for automatic object detection and ... YOLOv4-tiny ~5x times faster than YOLOv4 and EfficientDet-D0, ...

#48. 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[J]. ... The improved algorithm of this paper is deployed on the Android mobile terminal to ...

#49. 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 ... Horrible Mistake in Unpublished Conference Paper.

#50. 覺得YOLO-Tiny不夠快嗎？試試YOLO-Fastest

目前官方YOLO的各式版木中，較適合應用於edge端的僅有YOLO-Tiny，size ... 在其範例cfg中有提供efficientnet-lite3.cfg，代表YOLOV4的classifier分類 ...

#51. COCO最高精度，分別適合高低端GPU的YOLO - 壹讀

通過實驗證實：FPN structure is inherently a once-for-all structure. 基於前述分析設計了兩種高效模型：YOLOv4-tiny與YOLOv4-Large。 2 模型擴展.

#52. yolov4-tiny: coco14 or coco17? #8125 - githubmemory

In the paper of scaled-yolov4, the author said: We use MSCOCO 2017 object detection dataset to verfy the proposed scaled-YOLOv4. So it means yolov4-tiny is ...

#53. A Computer-Aided Diagnosis of Brain Tumors Using a Fine ...

This paper proposes transfer learning and fine-tuning techniques for a deep ... As concluded, the YOLOv4-Tiny can work efficiently to detect brain tumors ...

#54. TOD: Transprecise Object Detection to Maximise Real-Time ...

This paper proposes a Transprecise Object Detector (TOD) which maximises the real-time ... over the YOLOv4-tiny-288 model on average over the MOT17Det dataset.

#55. The Best 200 Python yolov4-tiny Libraries | PythonRepo

Browse The Top 200 Python yolov4-tiny Libraries :arrow_double_down: Dumb downloader ... Tiny Perceptual Super-Resolution Test code for our ECCV2020 paper: ...

#56. How to Train YOLO v4 Tiny (Darknet) on a Custom Dataset

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

YOLOV4. paper:YOLOv4: Optimal Speed and Accuracy of Object Detection Github：https://github.com/AlexeyAB/darknet The paper mainly integrates ...

#58. A Compression-Compilation Co-Design Framework Towards ...

In this paper, we propose compression-compilation co- ... curacy object YOLOv4 detection inference on mobile plat- ... YOLOv4-tiny. SSD. CenterNet. YOLOv4.

#59. Convert yolov4-tiny to transflow lite: ValueError - Stack Overflow

Short answer. You have to add --tiny to the command. Which, from the command you gave in the question, will be. python save_model.py --weights .

#60. README.md · master · Francesco Gatti / darknet - GitLab

[How to train tiny-yolo (to detect your custom ... yolov4-csp.cfg - 202 MB: yolov4-csp.weights paper Scaled Yolo v4.

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

Tiny -YOLO is a variation of the “You Only Look Once” (YOLO) object detector proposed by Redmon et al. in their 2016 paper, You Only Look ...

#62. Alexey Bochkovskiy on Twitter: "Scaled-YOLOv4 is still the ...

To test inference FPS for models YOLOv4-CSP, YOLOv4x, YOLOv4-Tiny - use ... Scaled-YOLOv4 paper is peer-reviewed and accepted to CVPR2021, ...

#63. [darknet][转载]darknet使用说明书20210407版 - CSDN博客

yolov4 -csp.cfg - 202 MB: yolov4-csp.weights paper Scaled Yolo v4 ... FPS / 330(RTX2070) FPS - 6.9 BFlops - 23.1 MB: yolov4-tiny.weights.

#64. Google Scholar

沒有這個頁面的資訊。

#65. Modi ed YOLOv4 for real-time Coconut Trees Detection from ...

Abstract- In this paper, a novel system is proposed to detect coconut trees from the images taken on an unmanned aerial vehicle (UAV).

#66. YOLOv4-Tiny来了！371 FPS！ - 51CTO博客

YOLOv4 -Tiny来了！371 FPS！，前言今天刷屏的动态一定是YOLOv4-Tiny！ ... CSP - EFM: http://openaccess.thecvf.com/content_CVPRW_2020/papers/w28/ ...

#67. Scaled-YOLOv4: Scaling Cross Stage Partial Network - NASA ...

We show that the YOLOv4 object detection neural network based on the CSP ... The YOLOv4-tiny model achieves 22.0% AP (42.0% AP50) at a speed of 443 FPS on ...

#68. Yolo v4 tiny - EFT - EFT2002

YOLOv4 -tiny has an inference speed of 3 ms on the Tesla P100, making it one ... The goal of this paper is to investigate a method for achieving the balance ...

#69. Here comes the improved version of Yolo V4 tiny! Speed 294 ...

In order to improve the real-time performance of target detection , This paper proposes a new method based on YOLOv4-tiny A fast target ...

#70. Yolov4 Deep Sort Pytorch

YOLOv4's excellent speed and accuracy and the well-written paper are a great. ... TFLite Object Detection Android App Tutorial Using YOLOv4 Tiny, YOLOv4, ...

#71. Introduction to YOLOv4 object detection - Python Lessons

YOLO-Tiny has only 9 convolutional layers, so it's less accurate and ... If you look at YOLOv4 paper, you'll notice that the backbone used ...

#72. Yolo Tflite

YOLOv4, YOLOv3, YOLO-tiny Implemented in Tensorflow 2. ... Recently, YOLO v4 paper was released and showed very good results compared to other object ...

#73. Matlab yolov4

And notably for YOLOv4-tiny: In addition, if one uses TensorRT FP16 to run YOLOv4-tiny on general GPU RTX 2080ti, when the batch size respectively equals to ...

#74. Yolov4 ppt - Teaching Quran

For more details please see the YOLOv4 paper. 95 0. ... Oct 13, 2021 · YOLOv4-tiny classifications show strong agreement with the ground truth (Figure 2A), ...

#75. Yolov5 Keras

However, the paper is still not published and according to the authors, ... A Wide Range of Custom Functions for YOLOv4, YOLOv4-tiny, YOLOv3, ...

#76. 课程介绍：YOLOv4目标检测实战：Jetson Nano部署

#77. Yolov4 vs ssd

And notably for YOLOv4-tiny: Aug 14, 2021 · YOLOv4 uses CSPDarknet53 as the ... 2020 · This paper studies a method to recognize vehicle types based on deep ...

#78. Matlab yolov4

And notably for YOLOv4-tiny: In addition, if one uses TensorRT FP16 to run YOLOv4-tiny ... first described in the seminal 2015 paper by Joseph Redmon et al.

#79. 基于YOLOv4-tiny改进的实时目标检测方法 - 智源社区

Real-time object detection method based on improved YOLOv4-tiny 论文链接：https://arxiv.org/abs/2011.04244 294 FPS！具有比YOLOv4-tiny（270 FPS）和YO...

#80. Yolo v2 pdf

In this paper, YOLO-LITE is presented to address this problem. report on road safety ... on standard detection tasks like PASCAL VOC and COCO. names yolov4.

#81. Yolov3 Loss Function

Compared with YOLOv3, YOLOv4 integrates numerous methods. ... Based on tiny YOLOv3 algorithm, this paper realizes the detection of face with mask and face ...

#82. Advances in Intelligent Automation and Soft Computing

In this paper, AP s is our primary performance indicator. 2 Table 1. The setting of training parameter. Parameter Ours YOLOv4-Tiny-3L YOLOv4-Tiny-608 160000 ...

#83. Intelligent Equipment, Robots, and Vehicles

AP 50 % AP65 % AP75 % GPU Algorithms YOLOv4-tiny YOLOv4-mini 99.88 84.88 42.55 Xavier 100.00 ... the improved YOLOv4mini algorithm in this paper is robust.

#84. Sequence level semantics aggregation for video object ...

... equivalent object detection accuracy as yolov4-tiny with a fewer computational cost. ... in this paper, we propose an end-to-end deep sequence learning ...

#85. PRICAI 2021: Trends in Artificial Intelligence

YOLOv4 -tiny extracts a total of 13×13 and 26× 26 feature layers for target ... this paper improves the multi-scale detection network of YOLOv4-tiny, ...

#86. Yolo v5 pytorch

SIZE: YOLOv5s is about 88% smaller than big-YOLOv4 (27 MB vs 244 MB) SPEED: YOLOv5 ... Jul 08, 2020 · YOLO refers to the paper published in May 2016.

#87. Yolov5 jetson nano fps

I tested with another model : yolov3 tiny and I had the same problem. ... meaning 140 frames per second (FPS)! By contrast, YOLOv4 achieved 50 FPS after ...

#88. Yolov4 object detection code - -hilzna remont

Paper : YOLOv4: Optimal Speed and Accuracy of Object Detection Source code: https: ... Real-time Detection and Classification using YOLOv4-Tiny Introduction.

#89. Yolo v5 vs yolov4

When testing Tiny-YOLO I found that it worked well in some images/videos, ... Finally, in April 2020, Alexey Bochkovskiy introduced YOLOv4 with paper ...

#90. Opencv yolov4

opencv yolov4 With tiny yolo I am getting close to 2fps when inferring every ... in the "YOLO family" to not be released with an accompanying paper – and, ...

#91. NVIDIA Jetson Nano使用Tensor RT加速YOLOv4神經網路推論

今天跟大家分享稍微深入一點的介紹YOLOv4，使用NVIDIA Tensor SDK，提高深度學習 ... 下一種加快速度的方法是使用yolov4-tiny.weights，一個更小型 ...

#92. Yolo v2 github - Flores Guitar Instruction

This application downloads the tiny YOLO v2 model from Open Neural Network eXchange ... Paper of YOLOv4: Optimal Speed and Accuracy of Object Detection.

#93. Machine learning Expert for Small project - Freelancer

implement a new object detection model improved based on yolov4 tiny model ($250-750 USD) ... Research Paper on Machine Learning (₹1500-12500 INR) ...

#94. Svhn dataset kaggle - Pensoft Systems Ltd

Jul 01, 2013 · This paper describes three machine learning contests that were ... To be able to train our custom dataset with YOLOv4, it is mandatory that ...

#95. Alexeyab darknet yolov4

The YOLOv4-tiny neural network speed reaches 1774 FPS on a gaming graphics card GPU RTX ... Paper Code Focal Loss for Create /results/ folder near with .

#96. Yolo versions - SW Decking & Balustrade

The YOLO v4 paper focuses on developing an efficient, powerful, ... detection you should either reduce resolution of network or use a tiny variant of YOLO.

#97. Yolo v2 vs yolo v3 - barotir.xyz

Although the YOLO-Tiny series, which includes YOLOv3-Tiny and YOLOv4-Tiny, ... This paper is focused on the identification of diseases in bell pepper plant ...