A development project exploring various technologies and concepts.
A development project exploring various technologies and concepts.
A development project exploring various technologies and concepts.
Built an aerial soil classification system analyzing drone/satellite imagery to detect soil health conditions (healthy, dry/arid, waterlogged) using a custom 4-block CNN with Squeeze-and-Excitation attention. Trained with JAX/Flax (AdamW + cosine LR schedule, Orbax checkpointing) and deployed to edge devices via Google MediaPipe's TFLite pipeline.
A development project exploring various technologies and concepts.
Intelrepo is a Python-based project that demonstrates an AI-powered road object detection system using computer vision techniques. It utilizes technologies such as OpenCV, GTK for GUI, the COCO dataset, and R-CNN models to detect objects from images, videos, and live camera feeds. The project was developed as an experimental AI application to explore object detection and real-time image processing with CPU/GPU support.
A development project exploring various technologies and concepts.
A development project exploring various technologies and concepts.