Hiểu về Overfitting Trong Mạng Nơ-Ron (TensorFlow - CNN). Bài viết phân tích phương pháp giảm thiểu overfitting (Dropout 0.5, L2 Regularization, Early Stopping) trên Fashion-MNIST (28x28 grayscale, 10 lớp). Thực nghiệm chỉ ra Dropout cải thiện tổng quát hóa rõ rệt nhất, Early Stopping ngăn giảm sút hiệu suất ở các epoch cuối. Kết hợp cả 2 cho kết quả tốt nhất. #Overfitting #MachineLearning #TensorFlow #FashionMNIST #CNN #AI #HọcMáy #TríTuệNhânTạo
#tensorflow
Quarky Intellio – A LEGO-compatible AI, Augmented Reality, and IoT learning platform (Crowdfunding)
A good read about #google and #tpu technology vs #nvidia and #GPU
This a long read.
#tensorflow #cuda #ai #artificialintelligence #LLMs
https://newsletter.semianalysis.com/p/tpuv7-google-takes-a-swing-at-the
Data Science is all about finding information/knowledge from datasets. One very powerful approach is using linear/nonlinear models, called regression; we are not going to see logistic regression on this course, see my other course “Machine learning in Angular”.
ESP32 + MLX90640: тепловизор с искусственным интеллектом
Сегодня я хочу показать и рассказать вам, как, подключив к ESP32-S3 тепловизионную матрицу MLX90640 , можно запустить веб-сервер для стриминга теплового изображения с определением в реальном времени того, какие сущности попали в поле зрения тепловизора. В моём случае была обучена свёртончная нейронная сеть для классификации трёх сущностей в инфракрасном спектре: кошки, человека или же отсутствие двух предыдущих. Данная система является полностью автономной, и инференс TensorFlow Lite-модели происходит прямо на борту микроконтроллера. Ознакомиться
https://habr.com/ru/articles/970216/
#тепловизор #микроконтроллеры #искусственный_интеллект #tensorflow #esp32 #MLX90640 #diy #embedded_systems #microtf #автоматизация
Mastering Machine Learning starts with understanding its core algorithms.
This cheatsheet covers supervised, unsupervised, and reinforcement learning — along with key practices like normalization, evaluation metrics, and model tuning.
A must-have for anyone building predictive or intelligent systems.
📕 https://ebokify.com/machine-learning
#MachineLearning #AI #DataScience #DeepLearning #MLAlgorithms #Analytics #ArtificialIntelligence #Python #TensorFlow #PyTorch
Building my ARM-Based Homelab
Summary: I’m building a low-power ARM homelab running Kubernetes on an IPv6-only routed network. I’ll experiment with Open-Xchange, OpenStack, VXLAN, and AI frameworks like PyTorch and TensorFlow. [...]
🎨🤖 Ah, because what we all desperately needed was an #open-source tool that makes your browser the next Pixar studio, turning #SVG stick figures into jittery marionettes through motion capture! TensorFlow's latest innovation promises to revolutionize the way we mildly annoy our computer with dancing clip art. 🕺😂
https://blog.tensorflow.org/2020/05/pose-animator-open-source-tool-to-bring-svg-characters-to-life.html #animation #motion-capture #TensorFlow #creativity #HackerNews #ngated
Pose Animator – An open source tool to bring SVG characters to life (2020)
#HackerNews #PoseAnimator #SVG #Animation #OpenSource #Tool #CharactersToLife #TensorFlow
🌗 Pose Animator：透過動作捕捉讓 SVG 角色在瀏覽器中活起來的開源工具
➤ 運用 TensorFlow.js 和動作捕捉，為你的 SVG 角色賦予生命
✤ https://blog.tensorflow.org/2020/05/pose-animator-open-source-tool-to-bring-svg-characters-to-life.html
Pose Animator 是一款創新的開源網頁工具，它利用 TensorFlow.js 的 PoseNet 和 FaceMesh 模型，透過簡單的網路攝影機捕捉使用者的身體動作，並將其即時應用於 SVG 向量插圖，為角色注入生命。這項技術借鑒了電腦繪圖中的骨骼動畫概念，將 SVG 路徑上的錨點視為頂點，並根據骨骼的權重變換來驅動這些點的位置，進而產生生動且具表情的角色動畫。該工具能夠實現全身及臉部細微動作的捕捉，提供比傳統方法更具表現力的動畫效果，同時也提供了設計師客製化角色骨架的彈性。
+ 這真是太酷了！從來沒想過能這麼簡單地用動態捕捉
#TensorFlow.js #SVG 動畫 #動作捕捉 #開源工具
Xây dựng trạm làm việc sở thích: lời khuyên về phần cứng cho Fine-tuning LLMs và lưu trữ dữ liệu #LLMs #TrạmLàmViệc #PhầnCứng #FineTuning #LưuTrữ #Hobby #Workstation #Hardware #AI #MachineLearning #DeepLearning #tensorflow #pytorch
https://www.reddit.com/r/LocalLLaMA/comments/1osmemg/hobby_level_workstation_build_advice/
“Leaving Meta And PyTorch”, Soumith Chintala (https://soumith.ch/blog/2025-11-06-leaving-meta-and-pytorch.md.html).
On HN: https://news.ycombinator.com/item?id=45843948 (👈🏽 some great discussion on why #PyTorch won over #TensorFlow and #Keras for #MachineLearning with #Python).
Sundar Pichai-Led Google Will Launch Two Satellites To Establish AI Data Center In Space With Project Suncatcher
Best Open Source Tools for Artificial Intelligence
What are the best open-source tools for your artificial intelligence setup? Artificial Intelligence (AI) has become a transformative force across various industries, driving innovation and enabling sophisticated solutions to complex problems. The AI ecosystem is supported by a vast array of open-source tools that empower developers, data scientists, and researchers to build, deploy, and manage intelligent systems efficiently. These tools cover diverse aspects of AI, including machine […]https://www.simplyblock.io/blog/open-source-tools-for-artificial-intelligence/
🆕 Học GGML ở đâu? 📚
Muốn xây dựng các mô hình lớn với thư viện GGML cho sử dụng tại chỗ. Đã xem qua phần giới thiệu nhưng vẫn chưa rõ tiếp theo phải làm gì. Các ví dụ từ các triển khai như whisper.cpp, llama.cpp vẫn còn rất khó hiểu. Do thư viện đang trong quá trình phát triển nên chưa có tài liệu hướng dẫn chi tiết. Mục tiêu là chuyển đổi các mô hình được tạo ra từ các thư viện như Tensorflow, PyTorch hoặc VLLM sang GGML.
Tags: #MachineLearning #GGML #LocalModels #HọcGGML #TensorFlow #PyTor
🎓 Ah, the age-old tale: students whine about actually needing to learn things. Apparently, understanding #backpropagation 🤔 is just too much to ask from those who think #TensorFlow is a magic wand. Who knew that mastering the basics might be useful in, you know, real life? 🙄
https://karpathy.medium.com/yes-you-should-understand-backprop-e2f06eab496b #studentsneedtostudy #realworldskills #learningstruggles #HackerNews #ngated
Erik Bärwaldt shows you what it takes to benefit from AI on the Raspberry Pi and what tasks the small computer can handle
https://www.makerspace-online.com/artificial-intelligence-on-the-raspberry-pi/?utm_source=mms
#TensorFlow #AI #RaspberryPi #MachineLearning #DeepLearning #OpenSource #OpenHardware
Codebase is 250% AI generated
https://www.moderndescartes.com/essays/ai_codebase/
#ycombinator #Brian_Lee #Brian_KLee #Brian_Kihoon_Lee #TensorFlow #AutoGraph #Python #Chemistry #software
Tác giả triển khai các bộ tối ưu hóa cho TensorFlow, giúp cải thiện hiệu suất. #TensorFlow #Optimizer #MachineLearning #MáyHọc #TốiữuHóa #ThửNghiệm
https://www.reddit.com/r/SideProject/comments/1o5fvms/i_wrote_some_optimizers_for_tensorflow/
Style Transfer for Time Lapse Photography #code #ml #tensorflow #drive #python #video How to apply the TensorFlow Hub style transfer to every frame in a timelapse video using Python and Google Drive.
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