Open-source tools for computer vision and perception.
| Project | Description |
|---|---|
| modern-yolonas | Clean re-implementation of YOLO-NAS in modern PyTorch. |
| pexel-downloader | Download photos and videos from Pexels. |
Python, PyTorch, ONNX, OpenVINO, CoreML, TensorRT
A background-segmentation video filter for OBS Studio in C++ on OpenVINO, with the plumbing measured stage by stage
Where repetition counting breaks in a pose pipeline: jitter with memory, the filter that earns its place, and the state machine that does the work. Companion code for condados.ai.
Reproducing Shah et al.'s webcam pupil-diameter model over the full EyeDentify dataset, and converting it to run in a browser. Companion to a CondadosAI article.
How much does a camera add over a wrist IMU for exercise recognition? Three arms, leave-one-subject-out, on MM-Fit.
Companion code for the condados.ai Fundamentals track, measured rather than asserted. Today: the Edge Detection unit — gradient operators, LoG zero-crossings, Canny's NMS and hysteresis taken apart, and the structure tensor behind Harris, Shi-Tomasi and Forstner.
YOLO26-seg (CNN) vs RF-DETR-Seg (transformer): OpenVINO INT8 instance segmentation on an Intel iGPU. Write-up at condadosai.com
Incremental Structure from Motion from scratch: SIFT → RANSAC → essential matrix → triangulation → PnP → sparse bundle adjustment. Companion code for the condados.ai article.
RF-DETR vs YOLO-NAS practical edge benchmark — CPU, CUDA GPU, and Intel iGPU (OpenVINO INT8). Write-up at condados.ai
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