Owner

roboflow

12 indexed repositories · View on GitHub

supervision
We write your reusable computer vision tools. 💜

Python · 50930 stars
notebooks
A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures l...

Jupyter Notebook · 9679 stars
rf-detr
RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO, designed for fine-tuning...

Python · 9526 stars
trackers
Trackers gives you clean, modular re-implementations of leading multi-object tracking algorithms released under the permissive Apache 2.0...

Python · 3784 stars
maestro
streamline the fine-tuning process for multimodal models: PaliGemma 2, Florence-2, and Qwen2.5-VL

Python · 2699 stars
inference
Turn any computer or edge device into a command center for your computer vision projects.

Python · 2453 stars
roboflow-python
The official Roboflow Python package. Manage your datasets, models, and deployments. Roboflow has everything you need to build a computer...

Python · 629 stars
rf100-vl
Code from the paper "Roboflow100-VL: A Multi-Domain Object Detection Benchmark for Vision-Language Models"

Python · 141 stars
single_artifact_benchmarking

Python · 45 stars
computer-vision-skills
Agent-ready Skills for Roboflow and Computer Vision workflows

Python · 41 stars
roboflow-swift

Swift · 20 stars
rf-100-vl-benchmark

Python · 1 star

Beginner friendly Everything

Open All

Clarify and align container-level p semantics for nested Albumentations transforms Open

bug question

roboflow/rf-detr#1484 · 1 assignee · Opened Sep 18, 2026
[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
Workflows builder UI (/build) returns 404 for manually-run containers, ENABLE_BUILDER is undocumented Open

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

roboflow/inference#2993 · 2 comments · Opened Sep 15, 2026
inference-cli should support Podman as a container runtime (rootless + NVIDIA CDI) Open

Difficulty 5/5 Over a week Newbie friendliness 48/100

roboflow/inference#2992 · Opened Sep 15, 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
eval: make the MOT ground-truth class sets user-defined, and add MOT20 Open

enhancement help wanted

Difficulty 5/5 Over a week Newbie friendliness 42/100

roboflow/trackers#594 · 3 comments · Opened Sep 9, 2026
Consider an opt-in ultrafast COCO metric backend: 2.09x faster with 37% less peak RSS Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

roboflow/rf-detr#1441 · Opened Sep 8, 2026
Add kernel and memory-transfer breakdowns to Nsight trace analysis Open

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

roboflow/inference#2942 · 2 comments · Opened Sep 7, 2026
Question: Why does USE_PYTORCH_FOR_PREPROCESSING default to False? Open

Difficulty 5/5 Over a week Newbie friendliness 38/100

roboflow/inference#2925 · Opened Sep 3, 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
describe_interface rejects workflows with input-passthrough outputs ("output does not contain step selector") Open

Difficulty 4/5 3-5 days Newbie friendliness 68/100

roboflow/inference#2898 · Opened Aug 31, 2026
Issue with drawing overlapping bounding boxes during the prediction phase after training a multiclass detection using RF-DETR Open

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

roboflow/rf-detr#1414 · 3 comments · Opened Aug 31, 2026
Investigation: faster training throughput without accuracy regression — starting with `torch.compile` Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 45/100

roboflow/rf-detr#1410 · 5 comments · Opened Aug 30, 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
Proposal: safely augment and validate a Roboflow object-detection export Open

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

roboflow/notebooks#454 · Opened Aug 28, 2026
Clarify scope for integration tests without api keys Open

question

Difficulty 5/5 Over a week Newbie friendliness 38/100

roboflow/inference#2871 · 3 comments · Opened Aug 26, 2026
Concurrent ModelManager mutations can split lock generations and desynchronize fixed-size cache bookkeeping Open

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

roboflow/inference#2819 · Opened Aug 19, 2026
Workflows block: Power BI sink for streaming detection results Open

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

roboflow/inference#2818 · 1 comment · Opened Aug 18, 2026
Support training on a selected subset of classes Open

question

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

roboflow/rf-detr#1354 · 1 comment · Opened Aug 17, 2026
Suggestion: merge dataset in `val` and `train` folder to train for final epochs Open

enhancement

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

roboflow/rf-detr#1347 · 4 comments · Opened Aug 15, 2026
Category matcher assigns predictions of nested-name classes to the wrong class (e.g. every "jellyfish" scored as "fish") Open

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

roboflow/rf-100-vl-benchmark#2 · Opened Aug 14, 2026
Suggestion: store decoded dataset images in RAM one time only instead of before every epoch Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 48/100

roboflow/rf-detr#1344 · 2 comments · Opened Aug 14, 2026
Add withoutBG open ONNX alpha-matting / background-removal model to Inference Open

enhancement

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

roboflow/inference#2764 · Opened Aug 6, 2026
Weighted multi-source batch sampling: fixed per-source ratio in every training batch Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 45/100

roboflow/rf-detr#1286 · Opened Aug 5, 2026
Query embedding extraction Open

enhancement

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

roboflow/rf-detr#1272 · 2 comments · Opened Aug 3, 2026
Add context manager (__enter__ / __exit__) support to InferencePipeline Open

Difficulty 2/5 1-3 hours Newbie friendliness 76/100

roboflow/inference#2744 · 1 comment · Opened Aug 2, 2026
Make configurable via environment variable & fix typos in profiler trace filenames Open

Difficulty 3/5 1-2 days Newbie friendliness 75/100

roboflow/inference#2742 · 1 comment · Opened Aug 2, 2026
Kornia backend rejects 12 transform documented in `aug_configs` Open

bug

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

roboflow/rf-detr#1252 · 6 comments · Opened Jul 30, 2026
data-management SKILL enhancement Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

roboflow/computer-vision-skills#35 · Opened Jul 24, 2026
Unify secure-gateway URL wrappers: inference_models proxy builder lacks idempotence guard and drops gateway base path Open

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

roboflow/inference#2662 · 2 comments · Opened Jul 16, 2026
Create new training parameter to allow run-test after every epoch Open

question

Difficulty 3/5 1-2 days Newbie friendliness 58/100

roboflow/rf-detr#1213 · 4 comments · Opened Jul 16, 2026
Changing backbone by Lingbot Vision Open

enhancement

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

roboflow/rf-detr#1200 · 3 reactions · Opened Jul 12, 2026
RLE segmentation mask visible in dataset thumbnail, but invisible in annotation preview/editor Open

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

roboflow/roboflow-python#505 · 1 comment · Opened Jul 8, 2026
feature: ReID support for bot sort tracker Open

enhancement stale

Difficulty 5/5 Over a week Newbie friendliness 30/100

roboflow/trackers#490 · 3 comments · Opened Jul 7, 2026
Coding Conventions Open

enhancement good first issue help wanted

Difficulty 4/5 3-5 days Newbie friendliness 56/100

roboflow/rf-detr#1187 · 2 comments · 2 reactions · Opened Jul 5, 2026
how to add background images (images to ignore) Open

question

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

roboflow/rf-detr#1186 · 5 comments · Opened Jul 4, 2026
Image Classification model Open

question

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

roboflow/rf-detr#1173 · 2 comments · Opened Jun 29, 2026
Information about dataset to test models' robustness Open

question

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

roboflow/rf-detr#1169 · 3 comments · Opened Jun 27, 2026
The slow progress of RF-DETR training and the post-training validation process Open

bug

roboflow/rf-detr#1153 · 1 comment · 1 assignee · Opened Jun 23, 2026
RFDETRKeypointPreview in Deepstream Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 30/100

roboflow/rf-detr#1148 · Opened Jun 21, 2026
Proposal: Gather exceptions and name them Open

enhancement

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

roboflow/rf-detr#1133 · 1 comment · Opened Jun 19, 2026
Drone FPV Object Detection Open

enhancement

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

roboflow/notebooks#441 · 1 comment · Opened Jun 17, 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
Synchronous model loads run inside the shared workflows thread pool, stalling all concurrent workflow runs (latency collapse with idle GPU/CPU) Open

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

roboflow/inference#2448 · 3 comments · Opened Jun 11, 2026
Multi-GPU DDP: Low batch size limit, slow validation and unbalanced VRAM usage on 8×A800 for RF-DETR-2XLarge Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 42/100

roboflow/rf-detr#1095 · 5 comments · Opened Jun 7, 2026
Keeping COCO classes (car/truck) while training custom classes Open

enhancement

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

roboflow/rf-detr#1078 · 1 comment · Opened May 28, 2026
What is the difference between the current version of RF-DETR Large and the deprecated version? Open

question

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

roboflow/rf-detr#1059 · 2 comments · Opened May 22, 2026
TPU Training Support Open

enhancement

roboflow/rf-detr#1058 · 1 comment · 1 assignee · Opened May 22, 2026
Roadmap for official rectangular training and inference support? Open

question

Difficulty 5/5 Over a week Newbie friendliness 28/100

roboflow/rf-detr#1052 · 18 comments · 1 reaction · Opened May 19, 2026
Training Restart Issue on Linux Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 52/100

roboflow/rf-detr#1044 · 2 comments · Opened May 17, 2026

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