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objectdetection

Object detection using pre-trained model FasterRCNN (trained on MS-COCO) in PyTorch and fine-tune the model for other datasets

objectdetectionmicroservice

Object Detection using pre-trained FasterRCNN in PyTorch, trained on MS-COCO dataset.

object_detection

object_summary

photoanalysisclient

Easily interact with machine learning models and obtain prediction results

photoanalysisserver

Manage machine learning model server-side predictions

playstorecrawler

reactfrontendtemplate

rescuelabeler

rescue lab labeling tool

s2t-speech-to-text

An end to end full stack application to transform speech to text and perform further downstream tasks like Text Similarity, Text Summarization, Named Entity Recognition

scene_detect

The newer and more recent version of scene category and scene attribute prediction using ResNet on the Places 365 dataset.

single_shot_text_detection

Single Shot Text Recognizer module with advanced NLP support suitable for OCR.

sodanet

SodaNet module which supports advanced AI based analytics on text images.

speech-to-text

speech-to-text-ner

A project to perform named entity recognition on speech to text output.

speechrec_ner_ipynb

tattootrace

TattooTrace integrates advanced machine learning models like YOLOv5 and CLIP to analyze and identify tattoos from images and videos. Leveraging the robust backend of Immich, this tool aims to support efforts to combat and understand human trafficking dynamics.

tf_object_detection_server

A server to easily create web services for object detection models created using TensorFlow.

toxiccomments

Implementation to solve the toxic comment classification problem

universalmodeltemplate

A template for creating and testing ML models.

videofacerecognition

This repo contains video face recognition and the client-side demo

video_platform_detector

weapons_detection_immich

Weapons detection feature based on the immich self-hosted photo and video hosting platform.

ye-olde-facial-recognition

Facial recognition tool that detects faces and performs age and gender recognition.