{"repo":"MaybeShewill-CV/mortred_model_server","free":true,"listed":false,"github":"https://github.com/MaybeShewill-CV/mortred_model_server","clone":"git clone https://github.com/MaybeShewill-CV/mortred_model_server.git","description":"High Performan Ai Model Web Server. Mainly support computer vision model. Quickly establish your own ai-model server. https://github.com/MaybeShewill-CV/mortred_model_server","language":"C++","stars":44,"topics":["high-perforance-computing","workflow","model-server","image-classification","image-ocr","image-segmentation","mnn-model","object-detection"],"license":"MIT","category":"workflow-automation","readme_excerpt":"Mortred-AI-Web-Server: A Noob Web Server for AI Models English 中文 Morted AI Model Server is a toy web server for deep learning models. Server tries its best to make the most usage of your cpu and gpu resources. All dl models are trained by tensorflow/pytorch and deployed via MNN toolkit and supply web service through workflow framework finally. Do not hesitate to let me know if you find bugs here cause I'm a c-with-struct noob :upside down face: The three major components are illustrated on the architecture picture bellow. A quick overview and examples for both serving and model benchmarking are provided below. Detailed documentation and examples will be provided in the docs folder. You're welcomed to ask questions and help me to make it better! All models and detectors can be downloaded from my Hugging Face Page. Contents of this document Quick Start Benchmark Tutorials How To Web Server Configuration Quick Start Before proceeding further with this document, make sure you have the following prerequisites 1. Make sure you have CUDA&GPU&Driver rightly installed. You may refer to this to install them 2. Make sure you have MNN installed. For install instruction you may find some help here. MNN-2.7.0 release version was recommended. 3. Make sure you have WORKFLOW installed. For install instruction you may find some help here 4. Make sure you have OPENCV installed. For install instruction you may find some help here 5. Make sure your GCC tookit support cpp-17 6. Segment-Anything n","default_branch":null,"files":null,"tree":[],"storefront":"/r/MaybeShewill-CV","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/MaybeShewill-CV/mortred_model_server/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}