Owner

pyronear

13 indexed repositories · View on GitHub

pyro-api
Alert Management API for wildfire prevention, detection & monitoring. Built with FastAPI & PostgreSQL

Python · 29 stars
pyro-engine
Wildfire detection on edge devices

Python · 19 stars
pyronear.github.io
Website of Pyronear

HTML · 7 stars
pyro-dataset

Python · 4 stars
new-pyro-platform

TypeScript · 3 stars
pyro-yocto

BitBake · 1 star
pyro-envdev
Deployment and infrastructure management

Jupyter Notebook · 1 star
temporal-model

Python · 1 star
pyro-sys-setup
Set-up and manage our hardware fire detection systems

Python · 1 star
pyro-train

Python · 0 stars
pi-manager-template

Python · 0 stars
impact-mesurement

Python · 0 stars
pyro-annotator

TypeScript · 0 stars

Beginner friendly Everything

Open All

Allow updating a camera's angle_of_view Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

pyronear/pyro-api#694 · Opened Sep 17, 2026
Partner section : Add SDIS-13 as experiment Open

Difficulty 1/5 Under an hour Newbie friendliness 45/100

pyronear/pyronear.github.io#135 · Opened Sep 16, 2026
Patrol thread can hang forever and freeze latest_image Open

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

pyronear/pyro-engine#421 · Opened Sep 16, 2026
Alerts: nothing shows that the image can be zoomed and panned Open

page: Alerts priority: low

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

pyronear/new-pyro-platform#298 · Opened Sep 16, 2026
Unsourced and unused: insurance risk multipliers Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

pyronear/impact-mesurement#11 · 1 comment · Opened Sep 14, 2026
Unjustified: department to vegetation type mapping Open

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

pyronear/impact-mesurement#10 · 1 comment · Opened Sep 14, 2026
Unsourced: buildings per hectare density (1.0 / 0.3) Open

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

pyronear/impact-mesurement#9 · 1 comment · Opened Sep 14, 2026
Unjustified: economic value = ha × (suppression + asset value) Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

pyronear/impact-mesurement#8 · 1 comment · Opened Sep 14, 2026
Unsourced: suppression and asset value €/ha per department Open

Difficulty 4/5 3-5 days Newbie friendliness 58/100

pyronear/impact-mesurement#7 · 1 comment · Opened Sep 14, 2026
Unjustified: risk adjusted hectares formula (direct + Δp × escape size) Open

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

pyronear/impact-mesurement#6 · 1 comment · Opened Sep 14, 2026
Unsourced: HISTORICAL_ESCAPE_SIZES_HA per department Open

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

pyronear/impact-mesurement#5 · 1 comment · Opened Sep 14, 2026
Unsourced: escape probability sigmoid (3 ha threshold, slope, wind term) Open

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

pyronear/impact-mesurement#4 · 1 comment · Opened Sep 14, 2026
Unjustified: constant rate elliptical growth from t = 0 Open

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

pyronear/impact-mesurement#3 · 1 comment · Opened Sep 14, 2026
Unsourced: wind class thresholds 15 / 30 km/h Open

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

pyronear/impact-mesurement#2 · 1 comment · Opened Sep 14, 2026
fix: users stay on the old version after a deployment (browser cache) Open

Difficulty 2/5 1-3 hours Newbie friendliness 88/100

pyronear/new-pyro-platform#296 · Opened Sep 10, 2026
Display related detections on a sequence Open

page: Alerts priority: medium

pyronear/new-pyro-platform#293 · 1 assignee · Opened Sep 9, 2026
Traefik access log filled the disk and took the alert API down — add rotation + disk alert Open

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

pyronear/pi-manager-template#98 · Opened Sep 8, 2026
Update outdated dependencies and add Dependabot Open

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

pyronear/pyro-engine#413 · Opened Sep 8, 2026
Typo ansible.builtin.set_fact.set_fact in engine role (works today, fragile) Open

Difficulty 1/5 Under an hour Newbie friendliness 90/100

pyronear/pi-manager-template#94 · Opened Sep 1, 2026
Make long builds resilient to Docker daemon restarts Open

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

pyronear/pyro-yocto#21 · Opened Sep 1, 2026
Housekeeping: dead reference, wrong comment, redundant depends Open

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

pyronear/pyro-yocto#20 · Opened Sep 1, 2026
Pin the Yocto build environment Open

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

pyronear/pyro-yocto#19 · Opened Sep 1, 2026
Build assumes the git protocol (port 9418) is reachable Open

Difficulty 4/5 3-5 days Newbie friendliness 58/100

pyronear/pyro-yocto#17 · 1 comment · Opened Sep 1, 2026
Equipment password hash is stored in a public repo Open

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

pyronear/pyro-yocto#16 · Opened Sep 1, 2026
Define release validation test for Pyro OS Open

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

pyronear/pyro-yocto#14 · Opened Sep 1, 2026
Add OS and RAUC bundle versioning tied to releases and builds Open

pyronear/pyro-yocto#13 · 1 comment · 1 assignee · Opened Sep 1, 2026
start-docker.sh fails without an SSH agent Open

Difficulty 2/5 1-3 hours Newbie friendliness 85/100

pyronear/pyro-yocto#12 · Opened Sep 1, 2026
README: add a visible security warning on the dev image Open

Difficulty 1/5 Under an hour Newbie friendliness 88/100

pyronear/pyro-yocto#11 · Opened Sep 1, 2026
Clarify eth0 network config (fixed IP vs DHCP) Open

Difficulty 3/5 1-2 days Newbie friendliness 55/100

pyronear/pyro-yocto#10 · 1 comment · Opened Sep 1, 2026
README: document first boot, A/B scheme, and rauc-mark-good Open

Difficulty 2/5 1-3 hours Newbie friendliness 88/100

pyronear/pyro-yocto#9 · 2 comments · Opened Sep 1, 2026
README: missing basics for non Yocto readers Open

Difficulty 2/5 Half a day Newbie friendliness 78/100

pyronear/pyro-yocto#8 · Opened Sep 1, 2026
README: Ansible section is outdated for the current pi-manager-template Open

Difficulty 2/5 1-3 hours Newbie friendliness 90/100

pyronear/pyro-yocto#7 · Opened Sep 1, 2026
README: make update-os does not exist in pi-manager-template Open

Difficulty 1/5 Under an hour Newbie friendliness 88/100

pyronear/pyro-yocto#6 · 1 comment · Opened Sep 1, 2026
No provisioning path for the infra parts of rpi-init on Yocto devices Open

pyronear/pyro-yocto#5 · 1 comment · 1 assignee · Opened Sep 1, 2026
Document Ansible become password setup for Yocto devices Open

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

pyronear/pyro-yocto#3 · 1 comment · Opened Sep 1, 2026
Anonymizer stream survives decoder death and can never be stopped until reboot Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

pyronear/pyro-engine#411 · Opened Aug 27, 2026
Livestream player silently reconnects every 30s and floods mediamtx with retry sessions Open

Difficulty 4/5 3-5 days Newbie friendliness 72/100

pyronear/new-pyro-platform#285 · Opened Aug 27, 2026
Refacto pyro_camera_api/pyro_camera_api/api/routes_control.py Open

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

pyronear/pyro-engine#408 · Opened Aug 19, 2026
Reclaim disk on engines: prune old docker images + cap journald Open

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

pyronear/pi-manager-template#87 · Opened Aug 18, 2026
Harden branch protection: required status checks are empty on develop and main Open

topic: ci type: enhancement

Difficulty 4/5 3-5 days Newbie friendliness 38/100

pyronear/pyro-engine#401 · Opened Aug 17, 2026
Pipeline silently drops one copy when a sequence id exists in both wildfire/ and fp/ pools Open

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

pyronear/temporal-model#68 · Opened Aug 14, 2026
eval: track data/01_raw/datasets via a frozen DVC import instead of a manual rsync from train Open

Difficulty 3/5 1-2 days Newbie friendliness 65/100

pyronear/temporal-model#67 · Opened Aug 14, 2026
eval: evaluate_pyro_annotator omits transitive core deps (tubes.py, types.py, ...) Open

Difficulty 2/5 1-3 hours Newbie friendliness 84/100

pyronear/temporal-model#66 · Opened Aug 14, 2026
sequential_train_val: sequence id present in both wildfire/ and fp/ pools (train split, v4.1.0) Open

Difficulty 3/5 1-2 days Newbie friendliness 65/100

pyronear/pyro-dataset#39 · Opened Aug 14, 2026
Early stopping may cut training short: val/f1 ties don't reset patience, LR schedule never matures Open

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

pyronear/temporal-model#64 · Opened Aug 14, 2026
Localize editor: fast double-commit races the annotation refetch and POSTs a duplicate Open

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

pyronear/pyro-annotator#387 · Opened Aug 14, 2026
Test sets are not reproducible across rebuilds: 51% of sequential_test negatives churned Open

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

pyronear/pyro-dataset#33 · Opened Aug 14, 2026
FP selection ranks annotator sequences on a confidence column their labels do not have Open

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

pyronear/pyro-dataset#29 · 1 comment · Opened Aug 14, 2026
Two fp sequences share 29 byte-identical frames across val and test (latent leakage) Open

Difficulty 3/5 1-2 days Newbie friendliness 55/100

pyronear/pyro-dataset#25 · Opened Aug 13, 2026
One sequence is registered in both the wildfire and fp pools, with colliding image filenames Open

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

pyronear/pyro-dataset#24 · Opened Aug 13, 2026

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