roboflow/supervision

View on GitHub

We write your reusable computer vision tools. 💜

Stars: 50.9k
Forks: 4.8k
Open beginner issues: 0
Indexed issues: 40
Avg merge: 1d 12h
Merged PRs (30d): 85

Dominant language: Python
License: MIT
Last GitHub push: Sep 18, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: help wanted

Beginner friendly Everything

Open All

40 open issues indexed

[Bug]: LineZone: sub-threshold flicker produces a spurious crossing in the opposite direction Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 78/100

roboflow/supervision#2598 · 3 comments · Opened Sep 18, 2026
LineZone counts detections with tracker_id = -1 as one shared track (silent count inflation with roboflow/trackers) Open

bug help wanted

Difficulty 2/5 1-3 hours Newbie friendliness 74/100

roboflow/supervision#2578 · 3 comments · Opened Sep 15, 2026
[Feature]: Add PolygonZone occupancy calculation Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 55/100

roboflow/supervision#2524 · 4 comments · Opened Sep 1, 2026
[Feature]: Pose augmentation cookbook with left/right keypoint remapping Open

Difficulty 3/5 1-2 days Newbie friendliness 72/100

roboflow/supervision#2519 · 1 comment · Opened Aug 28, 2026
[Feature]: Geometry-aware dispatch to stop the recurring "silent AABB" bug class Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

roboflow/supervision#2318 · 6 comments · Opened Jun 14, 2026
[Feature]: Add Skill Integration Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

roboflow/supervision#2244 · 4 comments · 1 reaction · Opened May 5, 2026
[Feature]: shortcurt to delete Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

roboflow/supervision#2237 · 3 comments · Opened Apr 30, 2026
[Feature]: EU AI Act compliance checks for computer vision pipelines Open

enhancement

roboflow/supervision#2194 · 4 comments · 1 assignee · Opened Mar 31, 2026
How can we record data from orders Open

question

Difficulty 5/5 Over a week Newbie friendliness 20/100

roboflow/supervision#2010 · Opened Nov 6, 2025
Add support for TrainingSlicer Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 45/100

roboflow/supervision#1996 · 1 comment · Opened Oct 24, 2025
module 'supervision' has no attribute 'Detections' (most likely due to a circular import) Open

question

Difficulty 4/5 3-5 days Newbie friendliness 25/100

roboflow/supervision#1957 · 1 comment · Opened Sep 8, 2025
Reimplement video utils Open

API:video enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

roboflow/supervision#1929 · 14 comments · Opened Aug 4, 2025
line_zone does not update in_count and out_count? Open

question

Difficulty 3/5 1-2 days Newbie friendliness 48/100

roboflow/supervision#1838 · 4 comments · Opened May 8, 2025
Improving object detection benchmarking process for unrelated datasets Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 52/100

roboflow/supervision#1778 · 2 comments · Opened Jan 20, 2025
LineZone does not match the actual situation Open

question

Difficulty 3/5 1-2 days Newbie friendliness 25/100

roboflow/supervision#1728 · Opened Dec 11, 2024
How to convert the PyTorch Data Loader to sv.Detections Object Open

question

Difficulty 4/5 3-5 days Newbie friendliness 20/100

roboflow/supervision#1683 · 2 comments · Opened Nov 24, 2024
Why does traffic analysis output differ from the video in readme file? Open

question

roboflow/supervision#1594 · 24 comments · 1 assignee · Opened Oct 13, 2024
PolygonZone: estimate how much of the zone is occupied Open

enhancement

roboflow/supervision#1449 · 20 comments · 1 assignee · Opened Aug 14, 2024
[KeypointsDataset] - create a new dataset format to load keypoints Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

roboflow/supervision#1438 · 7 comments · Opened Aug 8, 2024
Create new cookbook for utilizing supervision methods to easily create YOLO datasets for training Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

roboflow/supervision#1388 · 7 comments · Opened Jul 21, 2024
sv changes bbox shape for object detection with YOLOv8?? Open

question

Difficulty 3/5 1-2 days Newbie friendliness 35/100

roboflow/supervision#1362 · 10 comments · Opened Jul 15, 2024
Colormap for visualizing depth, normal and gradient images Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

roboflow/supervision#1313 · 6 comments · 1 reaction · Opened Jun 27, 2024
Panoptic Segmentation Annotator Request Open

enhancement

roboflow/supervision#1308 · 5 comments · 2 assignees · Opened Jun 25, 2024
enhance numpy arrays static type checking Open

enhancement

roboflow/supervision#1021 · 13 comments · 1 reaction · 1 assignee · Opened Mar 19, 2024
Add ImageAssets similar to VideoAssets Open

enhancement

Difficulty 3/5 1-2 days Newbie friendliness 35/100

roboflow/supervision#926 · 2 comments · Opened Feb 19, 2024
[Logger] - introduce a uniform system for logging information, warnings and errors across Supervision Open

enhancement Q1.2024

roboflow/supervision#835 · 5 comments · 1 assignee · Opened Feb 1, 2024
[PolygonZone] - allow per class counting Open

API:polygonzone enhancement Q2.2024

roboflow/supervision#791 · 2 comments · 1 assignee · Opened Jan 26, 2024
[InferenceSlicer] - allow batch size inference Open

enhancement Q2.2024

Difficulty 4/5 3-5 days Newbie friendliness 35/100

roboflow/supervision#781 · 21 comments · 4 reactions · Opened Jan 25, 2024
Add a thresholding API. Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

roboflow/supervision#632 · 14 comments · 1 reaction · Opened Dec 1, 2023
Instance Segmentation Mean Average Precision Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 45/100

roboflow/supervision#480 · 6 comments · Opened Oct 14, 2023
feature - calculation of involuntary attention zones Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

roboflow/supervision#346 · 2 comments · Opened Sep 1, 2023
Adjust text to diagonal and vertical lines Open

enhancement

roboflow/supervision#319 · 18 comments · 2 assignees · Opened Aug 24, 2023
[DetectionDataset] - enable lazy dataset loading Open

API:datasets enhancement Q2.2024

roboflow/supervision#316 · 10 comments · 2 reactions · 2 assignees · Opened Aug 24, 2023
Calculate `precision`, `recall` and `f1 score` for object detection models. Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 30/100

roboflow/supervision#292 · 8 comments · Opened Aug 16, 2023
[DetectionDataset] - migrate field from `List[str]` to `Dict[int, str]` Open

API:datasets enhancement Q1.2024

Difficulty 4/5 3-5 days Newbie friendliness 35/100

roboflow/supervision#291 · 15 comments · Opened Aug 16, 2023
map plots and prints Open

API:metrics enhancement

roboflow/supervision#269 · 4 comments · 2 assignees · Opened Aug 7, 2023
[weighted_box_fussion] - an alternative for `box_non_max_suppression` Open

API:detection enhancement Q2.2024

roboflow/supervision#268 · 10 comments · 1 reaction · 2 assignees · Opened Aug 6, 2023
DetectionDataset accumulator Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

roboflow/supervision#246 · Opened Jul 26, 2023
Instance Segmentation Confusion Matrix Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 32/100

roboflow/supervision#238 · 8 comments · Opened Jul 25, 2023
To get the count of objects (in/out) in the polygon area, like we have it for line_zone using the supervision library for yolo-v8 Open

enhancement

roboflow/supervision#54 · 19 comments · 1 reaction · 1 assignee · Opened Mar 29, 2023

roboflow/supervision

Get new issues in your inbox