Bitscoper Visionscope

Object Detection, Oriented Bounding Boxes (OBB) Object Detection, Object Segmentation, and Pose Detection from Image Files, Video Files, Webcams, and RTSP Streams Using Ultralytics YOLO26 in Streamlit

Screenshots

Object Detection

---

Oriented Bounding Boxes (OBB) Object Detection

---

Object Segmentation

---

Pose Detection

Usage

python3.12 -m venv ./.venv

source ./.venv/bin/activate

pip3.12 install -r requirements.txt

python3.12 -m streamlit run main.py

If you encounter the error Original error was: libstdc++.so.6: cannot open shared object file: No such file or directory on NixOS, try running:

nix-shell -p steam-run-free --run "steam-run python3.12 -m streamlit run main.py"

Notes

• I write commit messages in Title Case and past tense, leaving out articles to keep them concise while still showing details.
• I reuploaded the repository to clean up the commit history, but this is unlikely to happen again.