Questions tagged [yolov5]

YOLOv5 is a family of object detection architectures and models pretrained on the COCO dataset.

It is a product of Ultralytics open-source research.

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Load dataset from Roboflow in colab

I'm trying to retreive a roboflow project dataset in google colab. It works for two of the dataset versions, but not the latest I have created (same project, version 5). Anyone know what goes wrong? Snippet: from roboflow import Roboflow rf =…
f_palsson
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How do I get z-axis coordinate from ply file for a given point ( x, y ) in python?

I hope this finds you in good health. I am really really new to working with 3d objects. I have been working with an Object Detection Algorithm (YOLO) recently. As Yolo returns the bounding box coordinates of an object, we can easily get the (x,y)…
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How to combine two YOLOv5 models?

I have two models, first one is for classifying images and crop to classes. After cropping classes from an image I send it to the second model, which classifies digits. Both of them Yolo v5 models. But the problem is that I can't send the second…
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How to make YOLO output to the input for another program?

I am new in this field. I am using YOLOv5 for custom object detection. It is successfully implemented. Now, I further want to use the output of YOLOv5 for another input. Actually, I want to make program which will speak to wear mask if the person…
Sharma IP
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how to train and deploy YOLOv5 on aws sagemaker

I want to train YOLOv5 on aws sagemaker also deploy the model on sagemaker itself,need to know about entrypoint python script as well. how can I build a pipeline for this?
Rohan Dhere
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yolov5 does not train the model

I trained a dataset by yolov5. The model is existed but it does not work. It does not predict excatly. Here the code I used: python train.py --img 640 --batch 8 --epochs 3 --data ../datasets/coco128/coco128.yaml --workers 0 --image-weights '' --name…
Wtow
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How to make YoloV5 detect by screen grab?

I am using the following in order to grab screenshots from an open application in realtime. How can I run detect.py that only detect input from my grab screen? Thanks. My grab screen import cv2 as cv import numpy as np import numpy as np import…
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YOLO: How to label small objects?

In the given image, orientation of the bags is not uniform, so difficult to label the sacks. How to label this kind of image in .txt(YOLO) format? What if I have multiple objects next to each other like in the following picture:
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Class label order in YoloV5 using Ultralytics code

I was trying to train a custom object detector using Ultralytics open-source research. I encountered this problem at the step where we have to generate a .yaml file here. What should be the ordering of those label names? It is not alphabetical as we…
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How to Use "Pythonic" YOLOv5 from PyTorch

I'm interested in training a YOLOv5 model. Currently, I'm using Roboflow to annotate and export the data into YOLOv5 format. I'm also using Roboflow's Colab Notebook for YOLOv5. However, I'm not familiar with many of the commands used in the…
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Unable to train dataset following Roboflow tutorial for YOLOv5

I'm trying to train the YOLOv5 on my custom dataset by following the youtube tutorial on Roboflow. However, I keep getting an error when I am trying to train my dataset. Error shown
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YOLOv5: Basic Architecture - Where to find?

Has anybody come across a legit figure of the basic architecture of YOLOv5 (Ultralytics)? I found the below image in one study, but don't seem to be able to verify whether it's a valid depiction of the base architecture of the model.
AK_KA
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YOLOV5 with OPENVINO on CPU

I am trying to test: only yolov5 without openvino : ~ 4 FPS yolov5 with openvino : ~ 2 FPS That is abnormal, can you give me any suggest or any comparison between two methods if you already compared between them.
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I want to get feature value of an object with YOLOv5

I want to get feature value of an object with YOLOv5. I'm guessing there is a hint in "detect.py" in opensource. How can I get feature value of the object used for inference?Please tell me how to resolve.
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can I get coordinates of objects in a image with yolov5?

I want to know, if it is possible to use yolov5 to find objects in an image and than give back the type of object and where it is in the picture? Not only the image with the bounding boxes