Artificial Intelligence && Deep Learning
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Channel for who have a passion for -
* Artificial Intelligence
* Machine Learning
* Deep Learning
* Data Science
* Computer vision
* Image Processing
* Research Papers

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Good day dear subscribers.
Within this past a year we learn or still learning more about specific topics through channel.
I try with my best to provide, keep going with contemporary knowladge and practice, as well as, keep in touch with things based on #AI, #ML, #DL, #DS, #Python.
Thanks for being with us and Stay with us.
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Good day dear subscribers.
Today, 25th January, our community are already more than 30K.
Within these years we learn or still learning more about specific topics through channel.
I try my best to provide, keep going with contemporary knowledge and practice, as well as, keep in touch with things based on #AI, #ML, #DL, #DS, #Python.
Thanks for being with us and stay with us and invite your friends (https://t.me/DeepLearning_ai).
If you have suggestions to improve the channel's content or related things, please let me know. Thanks

@ShohruhRakhmatov
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πŸ†”πŸ†” Magic-Me: Identity-Specific Video πŸ†”πŸ†”

πŸ‘‰hashtag#ByteDance (+UC Berkeley) unveils VCD for video-gen: with just a few images of a specific identity it can generate temporal consistent videos aligned with the given prompt. Impressive results, source code under Apache 2.0 πŸ’™

𝐇𝐒𝐠𝐑π₯𝐒𝐠𝐑𝐭𝐬:
βœ…Novel Video Custom Diffusion (VCD) framework
βœ…High-Quality ID-specific videos generation
βœ…Improvement in aligning IDs-images and text
βœ…Robust 3D Gaussian Noise Prior for denoising
βœ…Better Inter-frame correlation / video consistency
βœ…New modules F-VCD/T-VCD for videos upscale
βœ…New train with masked loss by prompt-to-segmentation

hashtag#artificialintelligence hashtag#machinelearning hashtag#ml hashtag#AI hashtag#deeplearning hashtag#computervision hashtag#AIwithPapers hashtag#metaverse

πŸ‘‰Channel: @deeplearning_ai
πŸ‘‰Paper https://arxiv.org/pdf/2402.09368.pdf
πŸ‘‰Project https://magic-me-webpage.github.io/
πŸ‘‰Code https://github.com/Zhen-Dong/Magic-Me
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Neural Bodies with Clothes: Overview

Introduction:
Neural-ABC, a cutting-edge parametric model developed by the University of Science & Technology of China, innovatively represents clothed human bodies.

Key Features:

βœ…Novel approach for modeling clothed human figures.
βœ…Unified framework accommodating various clothing types.
βœ…Consistent representation of both body and clothing.
βœ…Enables seamless modification of identity, shape, clothing, and pose.
βœ…Extensive dataset with detailed clothing information.

Explore More:
πŸ’»Project Details: Discover More
πŸ“–Read the Paper: Access Here
πŸ’»Source Code: Explore on GitHub

Relevance: #artificialintelligence #machinelearning #AI #deeplearning #computervision

join our community:
πŸ‘‰ @deeplearning_ai
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πŸš€ Explore SCRFD: High-Efficiency, High-Accuracy Face Detection πŸš€


Unlock next-level face detection capabilities with SCRFD – efficiency and accuracy in one solution!


πŸ“ˆ Performance at a Glance:

βœ…
Model range: SCRFD_500M to SCRFD_34G
βœ…Accuracy up to 96.06%
βœ…Inference as fast as 3.6 ms

πŸ” Explore more and consider starring our repo for updates:
--- GitHub Repository.
--- Paper



#AI #MachineLearning #FaceDetection #TechInnovation #DeepLearning

βœ…
https://t.me/deeplearning_ai
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πŸ” Discover the Power of Fine-Grained Gaze Estimation with L2CS-Net! 🌟

πŸš€ Key Features:
βœ…Advanced Architecture: Built using state-of-the-art neural network structures.
βœ…Versatile Utilities: Packed with utility functions and classes for seamless integration.
βœ…Robust Data Handling: Efficient data loading, preprocessing, and augmentation.
βœ…Comprehensive Training & Testing: Easy-to-follow scripts for training and testing your models.

πŸ‘€ Live Demo:
Visualize the power of L2CS-Net with your own video:


🌟 Join Us:
Star our repo on GitHub and be part of the innovative community pushing the boundaries of gaze estimation. Your support drives us forward!

πŸ”— GitHub Repository

Let's advance gaze estimation together! πŸš€πŸŒ #GazeEstimation #DeepLearning #AI #MachineLearning #ComputerVision
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πŸš€ MLOps Market to reach US$4 Billion in 2025

Unleash MLOps Mastery - FREE Training on AWS, Azure, GCP & Open-source!

Navigating the Landscape of MLOps & LLMOps

🌟 Unlock ML deployment secrets on top clouds & open source.
πŸ’‘ Dive into data management insights.
πŸ› οΈ Harness the latest MLOps tools.
πŸ‘₯ Real-time expert interaction.

πŸ”₯ Limited spots! Enroll now:
https://bit.ly/mlops-free-class

πŸš€ Share with ML enthusiasts! #MLOps #AI #TechTraining
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🌟 Exciting AI Breakthrough! Meet U^2-Net! 🌟

🌟 Why U^2-Net?
*
Efficient
*
AdvancedArchitecture.
*
High-Resolution Outputs
πŸš€ Key Applications:
*
Salient Object Detection
*
Background Removal
*
Medical Imaging

πŸ’‘ Ready to Transform Projects

✨ Give our repo a ⭐ and show your support!

#AI #DeepLearning #U2Net #ImageSegmentation #OpenSource #GitHub

πŸ’»Source Code: Explore GitHub Repo

Happy Learning! 🌟
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🚨 FREE MLOps TRAINING ALERT 🚨

πŸ’Ό Earn up to β‚Ή26.6 Lakhs/Year as a Certified MLOps Engineer!

πŸš€ Master MLOps & LLMOps on AWS, Azure, GCP, and Open-Source Tools!

πŸ”₯ LIMITED SPOTS – Act Fast!
πŸ“ Secure Your Spot Now:

https://bit.ly/mlops-free-class

πŸ’‘ Transform Your Career with our Expert Training!

🎯 Share with fellow ML Enthusiasts and future tech leaders!
#MLOps #AI #TechCareers #FreeTraining
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🚨 FREE MLOps TRAINING ALERT 🚨

πŸ’Ό Earn up to β‚Ή35.1 Lakhs/Year as a Certified MLOps Engineer!

πŸš€ Master MLOps & LLMOps on AWS, Azure, GCP, and Open-Source Tools!

πŸ”₯ LIMITED SPOTS – Act Fast!
πŸ“ Secure Your Spot Now:


https://www.eventbrite.com/e/mlops-specialization-course-demo-tickets-710123256777

πŸ’‘ Transform Your Career with our Expert Training!

🎯 Share with fellow ML Enthusiasts and future tech leaders!
#MLOps #AI #TechCareers #FreeTraining
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πŸš€ The Future of Object Detection is Here!

πŸ”Achieve state-of-the-art results with just one line of code! πŸ”₯


πŸŽ₯ Live Demos & Code: GitHub Repo

πŸ“₯ Pretrained Models: Ready for downloadβ€”plug and play!

⭐️ Support innovation! Star the repo now πŸ‘‰ GitHub Link

πŸ“’ Join our ML community: @DeepLearning_ai

#MachineLearning #AI #ObjectDetection #YOLO #OpenSource #DevCommunity #TechInnovation
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πŸš€ 3DGazeNet: Revolutionizing Gaze Estimation with Weak-Supervision! 🌟

Key Features:
πŸ”Ή Advanced Neural Network: Built on the robust U2-Net architecture.
πŸ”Ή Comprehensive Utilities: Easy data loading, preprocessing, and augmentation.
πŸ”Ή Seamless Integration: Train, test, and visualize with simple commands.

Demo Visualization:Visualize the demo by configuring your video path in main.py and showcasing the power of 3DGazeNet.

Pretrained Weights:Quick start with our pretrained weights stored in the weights folder.

πŸ’»Source Code: https://github.com/Shohruh72/3DGazeNet
πŸ“–Read the Paper: Access Here


#3DGazeNet #GazeEstimation #AI #DeepLearning #TechInnovation

Join us in pushing the boundaries of gaze estimation technology with 3DGazeNet!
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πŸš€ You Rock! 🀘

We love the shout-out! Want to stay ahead with the latest AI news? Subscribe now! πŸ“©

πŸ‘‰ Ainews.com/subscribe

#AI #News #Subs
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πŸš€ Introducing L2CS-Net: Fine-Grained Gaze Estimation πŸ‘€βœ¨

πŸ”— GitHub Repo: Star ⭐ the Repo

πŸ”₯ Key Features:
βœ… Fine-grained gaze estimation with deep learning
βœ… Supports Gaze360 dataset
βœ… Train with Single-GPU / Multi-GPU
βœ… Demo for real-time visualization

πŸ“Œ Quick Start:
πŸ—‚οΈ Prepare dataset
πŸ‹οΈ Train (python main.py --train)
πŸŽ₯ Video Infernece (python main.py --demo)

🌟 Support Open Source! Star ⭐ & Share!
πŸ”— GitHub Repo: L2CSNet

#AI #DeepLearning #GazeEstimation #L2CSNet #OpenSource πŸš€
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πŸš€ Next-Level 3D Generation is Here!

πŸ”₯ TripoSG β€”
A state-of-the-art open-source 3D generation model powered by Large-Scale Rectified Flow Transformers.

🎨 Turn single images into high-fidelity 3D shapes β€” fast, accurate, and stunning.

πŸ”— Paper:https://arxiv.org/pdf/2502.06608v3
πŸ›  Demo: Try it on Hugging Face
πŸ’» Code: GitHub Repo

πŸ’‘ Built by VAST-AI Research

#AI #3D #OpenSource #DiffusionModels #TripoSG

join our community:
πŸ‘‰ @deeplearning_ai
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🚨 FREE MLOps TRAINING ALERT 🚨

πŸ’Ό Earn up to β‚Ή35.1 Lakhs/Year as a Certified MLOps Engineer!

πŸš€ Master MLOps & LLMOps on AWS, Azure, GCP, and Open-Source Tools!

πŸ”₯ LIMITED SPOTS – Act Fast!
πŸ“ Secure Your Spot Now:


https://www.eventbrite.com/e/mlops-specialization-course-demo-tickets-710123256777

πŸ’‘ Transform Your Career with our Expert Training!

🎯 Share with fellow ML Enthusiasts and future tech leaders!
#MLOps #AI #TechCareers #FreeTraining
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πŸš€ Refactored HRNet Now Live! πŸš€

πŸ”₯ Supercharge your computer vision projects with high-resolution HRNet models – fully refactored for easy training/testing!

βœ… Multiple ImageNet-pretrained models
βœ… Lightning-fast setup
βœ… Top-tier accuracy

πŸ‘‰ Check it out & ⭐️ Star the repo if you find it useful!
GitHub: Shohruh72/HRNet

#AI #DeepLearning #OpenSource

@deeplearning_ai
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πŸš€ 3DGazeNet: Next-Gen Gaze Estimation! - get instant results with just one click.

Discover how to train powerful gaze estimation models using only synthetic data and weak supervisionβ€”no huge real-world datasets needed.
Perfect for AR/VR, HCI, and beyond.
Cutting-edge, open-source, and ready for your next project!

πŸ‘‰ Try it now: https://github.com/Shohruh72/3DGazeNet

#DeepLearning #GazeEstimation #AI

@deeplearning_ai
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