Real-time classroom attention monitoring using YOLOv8 Pose + Flask + ESP32 IoT
Cross-platform SAM-assisted image annotation and resumable expert review with polygon editing, audit trails, change detection, timing, provenance, and CSV export.
🦾 MATA | Model-agnostic computer vision framework — detect, track, segment, classify, embed & more. One API for HuggingFace, ONNX, and TorchScript models. Built-in ByteTrack/BotSort tracking, ReID, VLM agent tool-calling, barcode decoding, and OCR evaluation. Zero-shot ready. 🚀
demonstrates the application of Principal Component Analysis (PCA) for dimensionality reduction and image reconstruction
Custom object detection using AI
A Python-based system for real-time two-way translation between sign language and voice using computer vision and speech processing.
🚗 Real-time seatbelt detection system using YOLOv8 • Object detection with PyTorch and Ultralytics • Detects occupants with and without seatbelts • GPU-accelerated training and inference • Supports ONNX export and real-time deployment
CV Techniques using Diseased Citrus Leaves
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