vision-rd good first issues (Python)

Choose the filter threshold without losing fires 18 days ago

help wanted task P1 T4-26 dataset

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Zoomed detection: does a zoomed second check help? 18 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Temporal model on 4K crops 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Types of remaining false positives 25 days ago

help wanted task computer-vision P1 T1-27

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Choose the pixel to project 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Is the smoke origin useful for triangulation and localisation? 25 days ago

help wanted task computer-vision P2 T4-26 T1-27

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Build a small sun dataset 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Reliable sun detection 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

New filtering methods 25 days ago

help wanted task computer-vision P1 T1-27

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Characterize camera pose misalignment over time 25 days ago

help wanted task computer-vision P2 T4-26 T1-27

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Choose the next detector 25 days ago

help wanted task computer-vision P3 T1-27

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Biggest model that runs on the Pi 5 25 days ago

help wanted task computer-vision P3 T1-27

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Test YOLO26 and YOLO27 25 days ago

help wanted task computer-vision P3 T1-27

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Detector leaderboard 25 days ago

help wanted task computer-vision P3 T1-27

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Summary and recommendation 25 days ago

help wanted task computer-vision P2 T1-27

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Measure the impact of the risk filter 25 days ago

help wanted task computer-vision P2 T1-27

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Export script and documentation 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Choose what to export 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Check that no real fire is removed 25 days ago

help wanted task computer-vision P2 T4-26 T1-27

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Recompute all masks in the database 25 days ago

help wanted task computer-vision P2 T4-26 T1-27

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Compare masking methods 25 days ago

help wanted task computer-vision P2 T4-26 T1-27

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Where to run it: API endpoint or Pi 25 days ago

help wanted task computer-vision P2 T4-26 T1-27

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Technical study and benchmark 25 days ago

help wanted task computer-vision P2 T4-26 T1-27

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Sync reference image and masks between API and engine 25 days ago

help wanted task computer-vision P2 T4-26 T1-27

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Compare alignment methods 25 days ago

help wanted task computer-vision P2 T4-26 T1-27

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Metrics and tests of each part 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Smoke behind a ridge 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Combine calibration results and detect moved cameras 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Tilt from the camera end stop 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Lens model 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Calibration with the horizon line from the terrain map 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Run the sun calibration on the Pi 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Tilt, roll and field of view from the sun path 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

How much calibration errors change the position 25 days ago

good first issue help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Find the best combination 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

One model with or without 4K input 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Best crop ratio around the smoke 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Add the full image context 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Multi-scale YOLO features 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Combine YOLO features with ViT features 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Try other backbones 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Analyse the summer 2026 performance 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Annotate the summer 2026 detections 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Review existing work and plan the tasks 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

API and platform integration 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Add the measures to the training reports 25 days ago

help wanted task computer-vision P2 T1-27

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Add CodeCarbon to the training scripts 25 days ago

good first issue help wanted task computer-vision P2 T1-27

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

How much camera positions move 25 days ago

help wanted task computer-vision P2 T4-26 T1-27

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Check on real fires 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Dataset of known reference points 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Error estimate 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Choose the terrain data 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Line of sight geometry 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Speed test on Pi 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

Reuse YOLO detections 25 days ago

help wanted task computer-vision P1 T4-26

pyronear/vision-rd

0

Research and development for ML-based wildfire smoke detection at Pyronear

Python

#computer-vision#research-and-development#wildfire

pyronear/vision-rd

Open Issues Need Help