Artificial Intelligence && Deep Learning

2023-03-30 03:44:12 reallyyyy amazing...... Open / Comment

2023-03-30 03:41:12 "A panda is playing guitar on times square"

Text2Video-Zero

Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video Generators

Paper: https://arxiv.org/abs/2303.13439
Video Result: video result link
Source code: https://github.com/picsart-ai-research/text2video-zero

Join us: @deeplarning_ai Open / Comment

2023-03-30 02:07:09 MIT Introduction to Deep Learning - 2023 Starting soon! MIT Intro to DL is one of the most concise AI courses on the web that cover basic deep learning techniques, architectures, and applications.

2023 lectures are starting in just one day, Jan 9th!

Link to register:
http://introtodeeplearning.com

MIT Introduction to Deep Learning The 2022 lectures can be found here:

https://m.youtube.com/playlist?list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI

@deeplearning_ai Open / Comment

2023-03-16 09:00:49 Machine Learning Operations (MLOps) Specialization Course Demo

# FREE CLASS

Learn to Design production-ready ML Pipelines to Build, Train and Deploy your Machine learning models on AWS, Azure, GCP & Open- Source tools

Key Highlights of course
40 Hours of Live sessions from Industrial Experts
50+ Live Hands-on Labs
5+ Real-time industrial projects
One-on-One with Industry Mentors

Registration Link
https://bit.ly/mlops-live

What You Will Learn?
Introduction to ML and MLOps stages
Introduction to Git & CI/CD
Docker & Kubernetes Overview
Kubernetes Deployment Strategy
Introduction to Model Management
Feature Store
Cloud ML Services 101
Kubeflow Intro
Introduction to Model Monitoring
Introduction to Automl tools
Post-Deployment Challenges

Contact:
Sarath Kumar
+918940876397 / +918778033930 Open / Comment

2023-03-16 08:21:01 GPT-4 Technical Report

Source code: https://github.com/openai/evals

Paper: https://cdn.openai.com/papers/gpt-4.pdf

@deeplearning_ai Open / Comment

2023-02-24 05:03:35 3D-aware Conditional Image Synthesis (pix2pix3D)

Pix2pix3D synthesizes 3D objects (neural fields) given a 2D label map, such as a segmentation or edge map

Github:
https://github.com/dunbar12138/pix2pix3D

Paper:
https://arxiv.org/abs/2302.08509

Project:
https://www.cs.cmu.edu/~pix2pix3D/

Datasets:
CelebAMask , AFHQ-Cat-Seg , Shapenet-Car-Edge

@deeplearning_ai Open / Comment

2023-02-15 05:41:52 Machine Learning Operations (MLOps) Masterclass

Unlock your full potential with MLOps Masterclass

Learn to Design ML Pipelines to Build, Train,Deploy and Monitor your Machine learning models in a real-time production environment.

Register Now

https://bit.ly/mlops-class

Why you shouldn't miss this Masterclass?
15+ hands-on exercises.
2 Real-life industry projects.
Dedicated mentoring sessions from industry experts.
10 hours session consisting of theory + Hands-on.

Schedule:
11th,Sat & 12th,Sun March

Highlights of this Masterclass:
Machine Learning Operations (MLOps) Introduction
Getting started with AWS for Machine Learning
AWS SageMaker
CI/CD Tools
AWS MLOps Tools
AWS MLOps - Build, Train & deploy ML Model Open / Comment

2023-02-07 13:36:02

Open / Comment

2023-02-07 03:40:58 DiffusionInst: Diffusion Model for Instance Segmentation

* DiffusionInst is the first work of diffusion model for instance segmentation

Github:
https://github.com/chenhaoxing/DiffusionInst

Paper:
https://arxiv.org/abs/2212.02773v2

Getting started:
https://github.com/chenhaoxing/DiffusionInst/blob/main/GETTING_STARTED.md

Dataset:
https://paperswithcode.com/dataset/lvis

@DeepLearning_ai Open / Comment

2023-01-19 05:56:19 VTOONIFY: CONTROLLABLE HIGH-RESOLUTION PORTRAIT VIDEO STYLE TRANSFER

Project page: https://www.mmlab-ntu.com/project/vtoonify/

G.COLAB: https://colab.research.google.com/github/williamyang1991/VToonify/blob/master/notebooks/inference_playground.ipynb

source code: https://github.com/williamyang1991/vtoonify

Paper: VToonify: Controllable High-Resolution Portrait Video Style Transfer

@Deeplearning_ai Open / Comment