Questions tagged [object-detection]
Object detection deals with recognizing the presence of objects of a certain semantic class (e.g. “humans”, “buildings”, “cars”, &c) in digital image and video data.
object-detection
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inference in the browser
I am trying to perform inference in the browser using a webcam as the source, but I am struggling to find a working solution. Do you have any ideas or guidelines on how to achieve this loading a onnx ...
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YOLOv5: Listing All Potential Classes a Detection Could Be
In YOLOv5 I am running object detection on a custom-trained model in a python notebook - and I can easily get the results in the tensor format or pandas format by using results.pandas().xyxy[0] or ...
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What is the easiest way to setup a 3D Custom Object Detection Model to be used with Unity for AR Foundation /ARCore/ARKit use
I have a set of soft toys and i want to build an AR experience for them. I am not very well versed with AI or AR but have some coding experience in past so i dont shy away from that.
I have made ...
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How to segment an image based on the spacing between objects?
I am a beginner in object detection and currently working on a project to segment engineering design drawings and export those segments as PNG files.
For this drawing, I need to create three bounding ...
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Yolov10 not training custom dataset
I am trying to train Yolov10 on Google Colab using my custom dataset. The issue is that after training has been finished the following error pops up
AttributeError: 'DetMetrics' object has no ...
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How to Update an Object Detection Network Created with Mask R-CNN and Detectron2
I am a student studying Vision AI. Currently, I have created a network to detect food items on a tray using Mask R-CNN and Detectron2. However, the problem is that it cannot detect food items that it ...
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How exactly would I write the validation loop for mobilenet object detection in PyTorch?
I'm training a MobileNet V3 Small model for object detection using PyTorch. I've successfully implemented the training loop, but I'm unsure how to write the validation loop correctly. I need help with ...
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Run Yolov5 model in Max engine using Mojo
Issues in loading and compiling the yolov5s.torchscript model in MAX Engine using Mojo.
Referred the documents at https://docs.modular.com/max/mojo/get-started and https://docs.modular.com/max/model-...
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How to obtain class, coordinates and score after importing tflite model in android studio with kotlin
So i have trained a YOLOv8 object Detection model with 10 classes and 30 epochs and converted it into a tflite format with this code
from ultralytics import YOLO
model = YOLO("yolov8n.pt")
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Updates about supervision with roboflow
That's the code i'm using to set YOLO.
generator = get_video_frames_generator(SOURCE_VIDEO_PATH)
box_annotator = BoxAnnotator(color=ColorPalette(), thickness=4,
text_thickness=4, text_scale=2)
...
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How to train an object detection YOLO Nas s model using Pytorch with different set of images
I am training a YOLO Nas s object detection model for a retail store,using 8000 images.
I have alrerady trained this model for 1500 images for 50 epochs. I have generated the checkpoint file, now how ...
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I am working on yolov8 model for object detection. i want to store features which are generated by model which classifier use for detection
i am performing object detection using yolov8 pretrained model. i am getting my results. but i want to visualize those featrure maps which are used by classifier for performing detection, How can i ...
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Detectron2 pth to pt
I have trained a detectron2 model with the following config
COCO-Detection/retinanet_R_101_FPN_3x.yaml
now i tried to convert the model, using tracing, into a .pt using this code
import torch
from ...
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How to use the exported best.pt models from YOLO to create an Flask App?
I have trained 2 yolo v5 models (best.pt) , 1 for segmentation and 1 for object detection with 2 different datasets,i want to create a egyptian glyph detction system in my pycharm locally, how do i ...
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OpenCV finger extraction from image / liveview from camera and draw contour around finger
I would like to extract a finger from an androidx.camera.view.PreviewView in Android java.
I am using an ImageAnalysis Object to run a analyze() function on an ExecutorService.
The analyze() has a ...
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