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## 一言でいうと
指定したオブジェクトのセグメンテーション(前景/背景分類)をOne-Shotで行う研究。ImageNetで学習させたモデルをセグメンテーションのデータで転移学習し、その後一枚の画像からだけ学習し、残りのフレームを前景/背景に分類する(輪郭検出のモデルも併用するが、こちらは1-Shotの学習を行わず固定する)
![image](https://user-images.…
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"I want to ask why the propagation in video is so slow? I'm just processing a 17-second video, but it takes nearly an hour and a half. Can you help me figure out what is causing this?
my GPU is 3060T…
tppqt updated
1 month ago
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### Feature Request: Implementing Masked Video Segmentation with Object Detection - GroundingSAM with Overeasy
**Description:**
I would like to request the integration of masked segmentation from …
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hello，thanks for your excellent job! I want to know whether the code can be trained on YouTube-VOS and then evaluate on DAVIS for VOS task，and how to implement it？Looking forward to your reply.
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Here is a detailed step by step guide on how to mplement the vessels mask (vein + artery):
### I/ First Masks and Correlation
- [x] Apply a flat field correction on the moment 0
- [x] Get a diaph…
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### Search before asking
- [X] I have searched the HUB [issues](https://github.com/ultralytics/hub/issues) and [discussions](https://github.com/ultralytics/hub/discussions) and found no similar quest…
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### Ultralytics YOLO11
We are thrilled to announce the official launch of **YOLO11**, the latest iteration of the [Ultralytics](https://ultralytics.com) YOLO series, bringing unparalleled advanceme…
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Hello! Thank you for your great and interesting work. I have a question regarding MASA adapter usage with segmentation models.
In your article it is stated that you have "designed a universal MASA ad…
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# YOLOv8 Multi-Object Tracking
Object tracking is a task that involves identifying the location and class of objects, then assigning a unique ID to that detection in video streams.
The outpu…
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Hi, thanks for the amazing work. I understood that SAM2 is tracking single or multiple objects in a video. Is there any option to predict all the objects of a video without any prompting? If yes, how …