Оптимизация модели ML.
Здравствуйте. Требуется оптимизировать модель, ниже оригинальное описание задачи. Посмотрите, сможете ли справиться и какая стоимость работ и срок?
I want to optimize a model called GFPGAN. Currently it runs 3s per image on my device with input of 512512. I want to optimize it to 60ms per image with input size of 128128. So the input size has been decreased by 16 times. There are 3 times to improve in terms of structure.
Here is the repo " data-timestamp="1639963032841" data-userid="1229503494287106048">https://github.com/TencentARC/GFPGAN
-
самый простой вариант конечно прообгрейдить/добавить GPU. 3s для inference stylegan-like модели это многовато... но если по какой то причине надо именно под текущее железо и софт затачивать. то нужно получить конфигрурацию hardware и software. пока непонятно можно ли вообще дотянуть до 60мс на их самоваре или это технологически невозможно
-
Current freelance projects in the category AI & Machine Learning
AI for processing order history and sending SMS
AI for processing order history and sending SMS We have Quick Book online as our main accounting program. An automatic reminder system needs to be created to notify clients about upcoming orders. Data about orders needs to be imported from Quick Book online: Clients Invoices… AI & Machine Learning, Bot Development ∙ 1 hour 13 minutes back ∙ 11 proposals |
Technical consultant for hardware optimization and memory stability audit
1200 USD
Hello everyone! I am looking for a hardware specialist or systems engineer who can help me understand the unstable performance of my local server. I built it for work tasks, but it seems my amateur knowledge is not enough to get the most out of it. I would rather pay for an hour… AI & Machine Learning ∙ 4 hours 47 minutes back ∙ 3 proposals |
Marketing automation through AII'm looking for a person (not a bot) who understands AI agents and knows how to build them. By AI agent, I mean: processing input data, making a request to a 1x LLM or similar AI model, potentially requesting MCP or similar, potentially requesting a RAG system, processing output… AI & Machine Learning ∙ 6 hours 9 minutes back ∙ 17 proposals |
Creation of AI AgentAn AI agent is required to perform the functions of a professional packaging designer for a sports nutrition brand. The agent should assist in developing new product designs, creating labels, and adapting existing layouts for various markets and requirements.Main tasks of the AI… AI & Machine Learning, AI Art ∙ 6 hours 44 minutes back ∙ 18 proposals |
"Automation / Chatbots" "CRM Setup"
112 USD
Looking for a technical assistant/integrator to set up automation in a beauty salon. Setting up a chatbot for the beauty salon (Integration of Instagram + Altegio/YCLIENTS + Wahelp) with training. Current setup: CRM system: Altegio (YCLIENTS). Main traffic channel: Instagram… AI & Machine Learning, Bot Development ∙ 1 day 2 hours back ∙ 29 proposals |
Kyiv