12 Commits

Author	SHA1	Message	Date
Josh Hawkins	3762ac9cbe	License plate recognition (ALPR) backend (#14564) ... * Update version * Face recognition backend (#14495) * Add basic config and face recognition table * Reconfigure updates processing to handle face * Crop frame to face box * Implement face embedding calculation * Get matching face embeddings * Add support face recognition based on existing faces * Use arcface face embeddings instead of generic embeddings model * Add apis for managing faces * Implement face uploading API * Build out more APIs * Add min area config * Handle larger images * Add more debug logs * fix calculation * Reduce timeout * Small tweaks * Use webp images * Use facenet model * Improve face recognition (#14537) * Increase requirements for face to be set * Manage faces properly * Add basic docs * Simplify * Separate out face recognition frome semantic search * Update docs * Formatting * Fix access (#14540) * Face detection (#14544) * Add support for face detection * Add support for detecting faces during registration * Set body size to be larger * Undo * Update version * Face recognition backend (#14495) * Add basic config and face recognition table * Reconfigure updates processing to handle face * Crop frame to face box * Implement face embedding calculation * Get matching face embeddings * Add support face recognition based on existing faces * Use arcface face embeddings instead of generic embeddings model * Add apis for managing faces * Implement face uploading API * Build out more APIs * Add min area config * Handle larger images * Add more debug logs * fix calculation * Reduce timeout * Small tweaks * Use webp images * Use facenet model * Improve face recognition (#14537) * Increase requirements for face to be set * Manage faces properly * Add basic docs * Simplify * Separate out face recognition frome semantic search * Update docs * Formatting * Fix access (#14540) * Face detection (#14544) * Add support for face detection * Add support for detecting faces during registration * Set body size to be larger * Undo * initial foundation for alpr with paddleocr * initial foundation for alpr with paddleocr * initial foundation for alpr with paddleocr * config * config * lpr maintainer * clean up * clean up * fix processing * don't process for stationary cars * fix order * fixes * check for known plates * improved length and character by character confidence * model fixes and small tweaks * docs * placeholder for non frigate+ model lp detection --------- Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>	2024-11-19 12:11:09 -07:00
Nicolas Mowen	cedd082b30	Face recognition backend (#14495) ... * Add basic config and face recognition table * Reconfigure updates processing to handle face * Crop frame to face box * Implement face embedding calculation * Get matching face embeddings * Add support face recognition based on existing faces * Use arcface face embeddings instead of generic embeddings model * Add apis for managing faces * Implement face uploading API * Build out more APIs * Add min area config * Handle larger images * Add more debug logs * fix calculation * Reduce timeout * Small tweaks * Use webp images * Use facenet model	2024-11-19 12:11:07 -07:00
Nicolas Mowen	40c6fda19d	Various fixes and improvements (#14492) ... * Refactor preprocessing of images * Cleanup preprocessing * Improve naming and handling of embeddings * Handle invalid intel json * remove unused * Use enum for model types * Formatting	2024-10-21 16:19:34 -06:00
Josh Hawkins	1ec459ea3a	Batch embeddings fixes (#14325) ... * fixes * more readable loops * more robust key check and warning message * ensure we get reindex progress on mount * use correct var for length	2024-10-13 15:25:13 -06:00
Nicolas Mowen	e8b2fde753	Support batch embeddings when reindexing (#14320) ... * Refactor onnx embeddings to handle multiple inputs by default * Process items in batches when reindexing	2024-10-13 12:33:27 -05:00
Nicolas Mowen	3a403392e7	Fixes for model downloading (#14305) ... * Use different requestor for downloaders * Handle case where lock is left over from failed partial download * close requestor * Formatting	2024-10-12 13:36:10 -05:00
Nicolas Mowen	6df541e1fd	Openvino models (#14283) ... * Enable model conversion cache for openvino * Use openvino directly for onnx embeddings if available * Don't fail if zmq is busy	2024-10-11 10:47:23 -06:00
Josh Hawkins	54eb03d2a1	Add config option to select fp16 or quantized jina vision model (#14270) ... * Add config option to select fp16 or quantized jina vision model * requires_fp16 for text and large models only * fix model type check * fix cpu * pass model size	2024-10-10 16:46:21 -06:00
Nicolas Mowen	dd6276e706	Embeddings fixes (#14269) ... * Add debugging logs for more info * Improve timeout handling * Fix event cleanup * Handle zmq error and empty data * Don't run download * Remove unneeded embeddings creations * Update timouts * Init models immediately * Fix order of init * Cleanup	2024-10-10 16:37:43 -05:00
Nicolas Mowen	a2ca18a714	Bug fixes (#14263) ... * Simplify loitering logic * Fix divide by zero * Add device config for semantic search * Add docs	2024-10-10 07:09:12 -06:00
Nicolas Mowen	bc3a06178b	Embedding gpu (#14253)	2024-10-09 19:46:31 -06:00
Josh Hawkins	d4925622f9	Use JinaAI models for embeddings (#14252) ... * add generic onnx model class and use jina ai clip models for all embeddings * fix merge confligt * add generic onnx model class and use jina ai clip models for all embeddings * fix merge confligt * preferred providers * fix paths * disable download progress bar * remove logging of path * drop and recreate tables on reindex * use cache paths * fix model name * use trust remote code per transformers docs * ensure tokenizer and feature extractor are correctly loaded * revert * manually download and cache feature extractor config * remove unneeded * remove old clip and minilm code * docs update	2024-10-09 15:31:54 -06:00