Quickly detect and classify different species of harmful algae within natural water samples under a microscope in real-time via AI and an inexpensive (~$10) camera (or, if preferred, smartphone).
active 2024-02-14 → 2025-08-29 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 563 days from 2024-02-14 to 2025-08-29. Pushes: 425 total, peak 33 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 99 total, peak 20 in a day. Comments: 3 total, peak 2 in a day. Stars: 13 total, peak 2 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| lynkos | 527 | 425 | 0 | 3 |
Recent activity
Latest issues, pull requests and releases
- Issue#27lynkos2024-05-25 03:22Heatsink for ESP32-CAM
- Issue#7lynkos2024-05-25 03:21Android compatibility
- Issue#24lynkos2024-05-25 03:21Retrain algae detection model with `YOLOv9e`
- Issue#15lynkos2024-05-25 03:20Determine best pretrained model for training algae detection model
- Issue#17lynkos2024-05-25 03:20Retrain algae detection model with `ResNet50`
- Releaselynkos2024-05-11 23:21v1.0.0
- Issue#15lynkos2024-05-04 19:23Determine best pretrained model for training algae detection model
- Issue#17lynkos2024-05-04 19:22Retrain algae detection model with `ResNet50`
- Issue#24lynkos2024-05-04 19:21Retrain algae detection model with `YOLOv9e`
- Issue#49lynkos2024-05-04 19:18Update microscope's 3D printed lens attachment
- Issue#7lynkos2024-05-04 19:16Android compatibility
- Issue#27lynkos2024-05-04 19:14Heatsink for ESP32-CAM
- Issue#48lynkos2024-05-04 19:14Add camera settings to UI
- Issue#47lynkos2024-05-04 19:12Improve model performance
- Issue#46lynkos2024-05-04 19:12Minimize size of model weights
- Issue#45lynkos2024-05-04 19:12Run model on ESP32-CAM
- Issue#44lynkos2024-05-04 19:04Improve UX when connecting to web server
- Issue#43lynkos2024-05-04 18:58Try different models, such as RetinaNet and YOLOv9
- Issue#42lynkos2024-05-04 18:58Use DC-GAN to generate additional synthetic images for training
- Issue#41lynkos2024-05-04 18:58Increase model accuracy
- Issue#40lynkos2024-05-04 18:54Improve dataset
- Issue#22lynkos2024-04-28 22:09Complete final deliverable `.zip`
- Issue#3lynkos2024-04-26 23:51Fix, update, and improve documentation
- Issue#23lynkos2024-04-22 19:32Update `README.md`
- Issue#30lynkos2024-04-18 15:40Test ESP32-CAM on other computers
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 13 stars here means stars gained during the window, not the repo's star count.