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The official Ultralytics Discord community. We invite you to join us in discussing all things vision AI.

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olti
olti
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11/29/2025

yolo train parameters suggestion

Hi guys, how many epochs should I train YOLOv11 with SKU-110K? I'm open to any recommendations.
James Ananth Zs
James Ananth Zs
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11/27/2025

Help Needed: Multiple YOLO Model Instances Causing GPU Overload With Multi-Camera Real-Time CCTV

Hi everyone, I’m working on a real-time video processing project in a chicken farm where I need to continuously detect objects and track daily activities such as feedbag dumping counts. I currently process 10 CCTV streams simultaneously on a local workstation with an RTX 5080 GPU. I’m using FFmpeg to fetch frames from IP cameras in real time and running inference using 5 trained YOLO models — one large (YOLOv11-L) and four small variant models. ...
LauritsBrok
LauritsBrok
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11/21/2025

Can't upload my dataset to Ultralytics HUB

I have tried to upload my dataset to Ultralytics Hub many times over the past 24 hours, but I keep getting "Timeout: No response from the server." Have tried both through the Web version and through the API. Any suggestions would be greatly appreciated! 🙂...
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harry cow
harry cow
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11/8/2025

yolo model train error

Hi ,What should I pay attention to if I want to train a model that is not pre training? because i has try to train a few time,every time in the mAP does not go up. i try use30000 image or 60000image or 10000image,and use diff dataset,i just want to train 1 class thank you so much...
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Abhi
Abhi
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11/8/2025

Model Conversion error

I'm trying to convert yolo12m.pt model to tflite float 16 format so that i develop an android application on top of it. But i am facing issues. from ultralytics import YOLO model = YOLO("runs/detect/yolo12m_915mAP/weights/best.pt") model.export(format="tflite", half=True)...
peetey
peetey
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11/3/2025

YOLO Model tune error

I have experienced an issue when model tuning as below. Which I am using Roboflow data set. For coco.yaml this is working fine. ``` from ultralytics import YOLO model = YOLO("/kaggle/input/convnext-yolo-100/pytorch/default/1/vit-100e-best.pt") ...
Solution:
pip install ultralytics --no-deps solved the issue

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