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Surya Chand Rayala

Username    Surya-Rayala
Date joined   Joined

9 projects

online-emotion-detection

Last released

Streaming, frame-by-frame facial emotion recognition (HSEmotion) with a unified torch/torchscript/onnx/trt runtime and export-once caching for edge devices.

online-face-detection

Last released

Streaming, frame-by-frame face detection (RetinaFace) with a unified torch/torchscript/onnx/trt runtime and export-once caching for edge devices.

gallery-track-lib

Last released

A modular video tracking + gallery ReID toolkit built on top of det-v1 detection outputs. This package is the second stage in the Vision Pipeline.

detect-lib

Last released

A modular video object detection toolkit with a clean det-v1 JSON schema, pluggable backends, and optional model export.

video-annote

Last released

video-annote is a lightweight multi-video annotation tool (PyQt5) for labeling time ranges (“labels”) while reviewing one or more videos.

gaze-estimation-lib

Last released

Gaze augmentation stage: attach gaze (yaw/pitch + gaze_vec) using face boxes in upstream JSON.

detect-face-lib

Last released

detect-face-lib is a modular face detection + JSON augmentation toolkit that attaches face detections to det-v1(detections) or track-v1(tracked) payloads produced by earlier stages in the Vision Pipeline.

transcribe-audio

Last released

A CLI + Python package for automatic speech recognition (ASR) on audio or video using pluggable backends (currently WhisperX).

denoise-audio

Last released

Denoise WAV audio using RNNoise, DeepFilterNet, and FacebookResearch Denoiser.

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