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Questions tagged [yolov7]

You Only Look Once (YOLO) is a real-time object detection system written in C. Use this tag for questions about YOLO version 7.

You Only Look Once (YOLO) is a real-time object detection system developed for high speed object detection within images.

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I want to add one more class to the yolov7-seg.pt file

In the yolov7-segmentation model, there are 80 classes provided by COCO, and with the yolov7-seg.pt file obtained from your GitHub account, I am able to detect and perform segmentation on these 80 classes as desired. What I want is to add my own…
Yusuf
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yolov7 custom model traing

train: Scanning 'data/train/labels.cache' images and labels... 46 found, 0 missing, 0 empty, 46 corrupted: 100%|█████| 46/46 [00:00
Govindaraj C
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How to correctly render YoloV7 boxes on image?

I'm using a TensorFlow.js implementation of YoloV7 object detection, but can't wrap my head around how to correctly scale and deal with ratios of bounding boxes. I get the correct spatial output in [x1, y1, width, height] format, but I don't get the…
itsisaac19
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How can I get YOLOv7 to train on all images in my dataset, instead of just one?

I have a question concerning Training the dataset in yolov7; it is only reading 1 image and the dataset contains more than 20 images training not done !python train.py --device 0 --batch-size 16 --epochs 100 --img 640 640 --data…
jack ross
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Object Detecion and tracking yolov8

Here Everyone I have this code for objection Detecion from ultralytics import YOLO import streamlit as st import cv2 from PIL import Image import tempfile def _display_detected_frames(conf, model, st_frame, image): """ Display the detected…
saas
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Bounding box not plotting for yolo v7 model training and conversion

yolo v7 small object detection I trained a yolov7-tiny model post that I converted the weight file into open-vino and I used yolov5 proc with dlstreamer, its working for every model except the head model, as in the bounding boxes are not plotting…
Sathyanarayan Mc
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How can I add timestamp metadata to images detected by my custom YOLOv7 model in Python?

I trained a custom YOLOv7 model to detect a few bird species and now I want to process thousands of images to detect the species, but for my output I need to have the timestamp (so date and time) for every image in which my model recognizes a…
Anouk
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Custom dataset with YOLOv7, assertion error. Label class 1 exceeds nc=1

I want to train the YOLOv7 with a custom dataset, the dataset is from COCO, but I want to train it only for sheep class. I have in the coco.yaml file: path: /content/drive/MyDrive/Sheep/yolov7 train: data/train/images val: data/val/images test:…
vivi25-5
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incorrect labels when using DeepSORT tracker

I'm facing an issue while using DeepSORT tracker with my custom trained yolov7 model. Initially I have trained my object detection model and now I want it to track also. I have downloaded files for DeepSORT tracker. But when I use tracker with with…
Zain Mehmood
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I am converting YOLOV7 .pt to tflite and stumble upon this problem

I'm trying to convert YOLOV7 model to mobile using this command line onnx-tf convert -i yolov7.onnx -o /yolov7/ and I'm getting an error message that I'm struggling to understand. The error message is: ValueError: Dimensions must be equal, but are…
WasabiMaster
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Changing Video input size from camera in YOLOv7

I am using The YOLOv7 for object detection, and I trained it on a custom dataset and I use it in real time with a fullHD Camera. My problem is that when using it, it uses a 640*480 cropped image. I tried to tweak the code by using…
Amin Lucho
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Custom trained YOLOv7 detect object frame by frame in a video

I want to process a video frame by frame and for each frame to detect if a certain object has appeared using an already custom trained YOLOv7 model. I saw that this is pretty simple for a image or a set of images because after you load the mode you…
Andrei
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yolov7 extremely low precision

I am training yolov7 on the mask detection dataset. However, after 50 epoch, the result is extremely unsatisfying. This is the command I used to train the model. I tried to train with --weights yolov7-e6e.pt and --weights ''. python train.py…
Pristina Wang
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Convert yolov7 weight and configuration file

How can I convert yolov7 .yaml and .pt files into .cfg and .weights files???! I've already tried using pre-existing .cfg and .weights extensions and they worked fine. I need to use these files with an OpenCV code, so I need those extensions.
Robert Raafat
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Do polygon segmentation labels meet in Coco dataset?

I'm trying to train a model to do image segmentation using Yolov7. I understand the labels are specified in the polygon structure similar to the Coco dataset. My question is when the polygon data is specified, is there an assumption that the first…
Mike Azatov
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