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Feat/update examples with rf detr#159

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SkalskiP merged 7 commits intodevelopfrom
feat/update-examples-with-rf-detr
Jan 21, 2026
Merged

Feat/update examples with rf detr#159
SkalskiP merged 7 commits intodevelopfrom
feat/update-examples-with-rf-detr

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@AlexBodner
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What does this PR do?

Changed docs to use RF-DETR as first option.

Type of Change

  • Documentation update

@AlexBodner AlexBodner requested a review from SkalskiP as a code owner January 9, 2026 14:01
Comment thread docs/trackers/core/sort/tracker.md Outdated

tracker = SORTTracker()
model = get_model(model_id="yolov11m-640")
model = get_model(model_id="rfdetr-base")
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We are actually going to deprecate RF-DETR Base checkpoint in near future. Let's suggest users RF-DETR Medium as default model.

Comment thread docs/trackers/core/reid/reid.md Outdated
reid_model = ReIDModel.from_timm("resnetv2_50.a1h_in1k")
tracker = DeepSORTTracker(reid_model=reid_model)
model = get_model(model_id="yolov11m-640")
model = get_model("rfdetr-base")
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We are actually going to deprecate RF-DETR Base checkpoint in near future. Let's suggest users RF-DETR Medium as default model.

Comment thread docs/trackers/core/deepsort/tracker.md Outdated
reid_model = ReIDModel.from_timm("resnetv2_50.a1h_in1k")
tracker = DeepSORTTracker(reid_model=reid_model)
model = get_model(model_id="yolov11m-640")
model = get_model(model_id="rfdetr-base")
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We are actually going to deprecate RF-DETR Base checkpoint in near future. Let's suggest users RF-DETR Medium as default model.

Comment thread README.md Outdated

tracker = SORTTracker()
model = get_model(model_id="yolov11m-640")
model = get_model(model_id="rfdetr-base")
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We are actually going to deprecate RF-DETR Base checkpoint in near future. Let's suggest users RF-DETR Medium as default model.

Comment thread README.md Outdated
<td>2016</td>
<td>✅</td>
<td><a href="https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/how-to-track-objects-with-sort-tracker.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="colab"></a></td>
<td><a href="https://colab.research.google.com/drive/1_fYrMXlh8At5U6KI8yhJlFeW-WXZnBU4?usp=sharing"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="colab"></a></td>
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We should never direct people to colabs that exist only on gdrive. Let's update the orginal colabs to make the use RF-DETR Merium.

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i dont have editor access to that colabs

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Comment thread README.md Outdated
<td>2017</td>
<td>✅</td>
<td><a href="https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/how-to-track-objects-with-deepsort-tracker.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="colab"></a></td>
<td><a href="https://colab.research.google.com/drive/1-dhGV1dbfv1U_7c3rrH0rjKZDGxix8D-?usp=sharing"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="colab"></a></td>
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We should never direct people to colabs that exist only on gdrive. Let's update the orginal colabs to make the use RF-DETR Merium.

Comment thread README.md Outdated
from rfdetr import RFDETRBase

tracker = SORTTracker()
model = RFDETRBase(device="cuda")
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Let's update RFDETRBase to RFDETRMedium.

@SkalskiP
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SkalskiP commented Jan 9, 2026

I left my comments. Also wherever we use RFDETRBase please change it to RFDETRMedium.

Comment thread README.md Outdated
<td>2016</td>
<td>✅</td>
<td><a href="https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/how-to-track-objects-with-sort-tracker.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="colab"></a></td>
<td><a href="https://colab.research.google.com/drive/1_fYrMXlh8At5U6KI8yhJlFeW-WXZnBU4?usp=sharing"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="colab"></a></td>
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@SkalskiP
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SkalskiP commented Jan 15, 2026

@AlexBodner

  • docs/index.md still use RFDETRBase. let's update it to RFDETRMedium
  • sort/tracker.md still use RFDETRBase. let's update it to RFDETRMedium
  • deepsort/tracker.md still use RFDETRBase. let's update it to RFDETRMedium
  • docs/index.md still use yolov11m-640. let's update it to rfdetr-medium.
  • reid/reid.md still use yolov11m-640. let's update it to rfdetr-medium.

in general the only place where we use YOLO11 over RF-DETR is in ultralytics integration example

@SkalskiP SkalskiP changed the base branch from main to develop January 21, 2026 11:18
# Conflicts:
#	docs/trackers/core/deepsort/tracker.md
#	docs/trackers/core/reid/reid.md
@SkalskiP SkalskiP merged commit 0712efd into develop Jan 21, 2026
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2 participants