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yolo26*-seg end2end duplicate detections

questionFurther information is requestedFurther information is requested

segmentInstance Segmentation issues, PR'sInstance Segmentation issues, PR's

Status: Open.

#23685 In ultralytics/ultralytics;

· dk-teknologisk-mlnn opened on Feb 18, 2026

Training YOLOv26 to Detect “To” and “Via” Callsigns on QSL Cards – Annotation Advice Needed

advice neededNon-issue requests for advice, recommendations, and best practicesNon-issue requests for advice, recommendations, and best practices

detectObject Detection issues, PR'sObject Detection issues, PR's

questionFurther information is requestedFurther information is requested

Status: Open.

#23679 In ultralytics/ultralytics;

· GlowyDragon opened on Feb 17, 2026

Optional device wide synchronization to allow parallel persistent or long running kernels

enhancementNew feature or requestNew feature or request

Status: Open.

Feature

#23678 In ultralytics/ultralytics;

· Evotica opened on Feb 17, 2026

Jitter in the predicted keypoints

advice neededNon-issue requests for advice, recommendations, and best practicesNon-issue requests for advice, recommendations, and best practices

posePose/keypoint estimation modelsPose/keypoint estimation models

questionFurther information is requestedFurther information is requested

Status: Open.

#23670 In ultralytics/ultralytics;

· VeeranjaneyuluToka opened on Feb 16, 2026

When training a segmentation task, it was found that after preprocessing, the mask may occasionally become inconsistent with the label.

bugSomething isn't working as intended in the official Ultralytics package.Something isn't working as intended in the official Ultralytics package.

segmentInstance Segmentation issues, PR'sInstance Segmentation issues, PR's

Status: Open.

Bug

#23663 In ultralytics/ultralytics;

· 1548093028 opened on Feb 15, 2026

how to optimize yolov11 on CPU so we can run multiple RTSP cameras?

advice neededNon-issue requests for advice, recommendations, and best practicesNon-issue requests for advice, recommendations, and best practices

detectObject Detection issues, PR'sObject Detection issues, PR's

exportsModel exports (ONNX, TensorRT, TFLite, etc.)Model exports (ONNX, TensorRT, TFLite, etc.)

questionFurther information is requestedFurther information is requested

Status: Open.

#23659 In ultralytics/ultralytics;

· khosseini007-dotcom opened on Feb 14, 2026

In the draw_specific_kpts method of the SolutionAnnotator class, the order of line drawing is independent of the order of the input arguments.

bugSomething isn't working as intended in the official Ultralytics package.Something isn't working as intended in the official Ultralytics package.

posePose/keypoint estimation modelsPose/keypoint estimation models

solutionsUltralytics Solutions issues, PR's, DiscussionsUltralytics Solutions issues, PR's, Discussions

Status: Open.

Bug

#23652 In ultralytics/ultralytics;

· cjt24703 opened on Feb 13, 2026

Is it better to train multiple categories together or to train a separate model for each category?

advice neededNon-issue requests for advice, recommendations, and best practicesNon-issue requests for advice, recommendations, and best practices

questionFurther information is requestedFurther information is requested

Status: Open.

#23650 In ultralytics/ultralytics;

· echozpz opened on Feb 12, 2026

YOLO26 end2end export with FP16 to ONNX creates output0 with FP32

bugSomething isn't working as intended in the official Ultralytics package.Something isn't working as intended in the official Ultralytics package.

exportsModel exports (ONNX, TensorRT, TFLite, etc.)Model exports (ONNX, TensorRT, TFLite, etc.)

segmentInstance Segmentation issues, PR'sInstance Segmentation issues, PR's

Status: Open.

Bug

#23645 In ultralytics/ultralytics;

· phillies opened on Feb 12, 2026

why does running from the source code perform much worse than running with the pip install -U ultralytics package?

advice neededNon-issue requests for advice, recommendations, and best practicesNon-issue requests for advice, recommendations, and best practices

questionFurther information is requestedFurther information is requested

Status: Open.

#23639 In ultralytics/ultralytics;

· sdfghj5623 opened on Feb 12, 2026

Title: optimizer=auto incorrectly sets warmup_bias_lr=0.0 when MuSGD is selected

bugSomething isn't working as intended in the official Ultralytics package.Something isn't working as intended in the official Ultralytics package.

pythonPull requests that update python codePull requests that update python code

segmentInstance Segmentation issues, PR'sInstance Segmentation issues, PR's

Status: Open.

Bug

#23637 In ultralytics/ultralytics;

· songjiahao-wq opened on Feb 12, 2026

result.save(image_path) cannot work if image parent folder is not created manually

bugSomething isn't working as intended in the official Ultralytics package.Something isn't working as intended in the official Ultralytics package.

pythonPull requests that update python codePull requests that update python code

Status: Open.

Bug

#23626 In ultralytics/ultralytics;

· darouwan opened on Feb 11, 2026