エフェクト選択SNS的UI部だけでもクロスプラットフォーム化と、MLをCoreMLからTFLite等で共通化くらいしないと厳しいかなー
September 21, 2026 at 6:09 AM
エフェクト選択SNS的UI部だけでもクロスプラットフォーム化と、MLをCoreMLからTFLite等で共通化くらいしないと厳しいかなー
ובפינת הקידום העצמי... טוב, לא יודע כמה זה מקדם אותי באמת אבל זה באמת משעשע - אני ממשיך בסדרת הפוסטים שלי על AIoT וממשיך בפרויקט המצחין של בניית בינה מלאכותית שמזהה אנומליה של מתאן ויכולה להתריע גם על פלצנים שמתאפקים או משחררים בכמויות מדודות. בפוסט הזה מאמנים מודל!
internet-israel.com?p=11471
internet-israel.com?p=11471
זיהוי אנומליות עם tflite | אינטרנט ישראל
איך משתמשים במידע מחיישנים של IoT ובונים איתו מודל tflite. דרך ההבנה הזו נלמד על למידת מכונה.
internet-israel.com
February 16, 2025 at 10:10 AM
ובפינת הקידום העצמי... טוב, לא יודע כמה זה מקדם אותי באמת אבל זה באמת משעשע - אני ממשיך בסדרת הפוסטים שלי על AIoT וממשיך בפרויקט המצחין של בניית בינה מלאכותית שמזהה אנומליה של מתאן ויכולה להתריע גם על פלצנים שמתאפקים או משחררים בכמויות מדודות. בפוסט הזה מאמנים מודל!
internet-israel.com?p=11471
internet-israel.com?p=11471
Koolmezen detecteren lukt alvast met een TFLite model van Google. Nu wat werken aan de diversiteit op de voederplek en een beter dashboard 💚
November 24, 2024 at 8:56 AM
Koolmezen detecteren lukt alvast met een TFLite model van Google. Nu wat werken aan de diversiteit op de voederplek en een beter dashboard 💚
This was on my list of possible summer holiday projects! github.com/Nachtzuster/...
GitHub - Nachtzuster/BirdNET-Pi: A realtime acoustic bird classification system for the Raspberry Pi 5, 4B 3B+ 0W2 and more. Built on the TFLite version of BirdNET.
A realtime acoustic bird classification system for the Raspberry Pi 5, 4B 3B+ 0W2 and more. Built on the TFLite version of BirdNET. - Nachtzuster/BirdNET-Pi
github.com
January 17, 2026 at 1:32 AM
This was on my list of possible summer holiday projects! github.com/Nachtzuster/...
keras3 vmapped jax models to tflite via orbax
matpalm.com/blog/keras3_...
matpalm.com/blog/keras3_...
November 25, 2024 at 3:25 AM
keras3 vmapped jax models to tflite via orbax
matpalm.com/blog/keras3_...
matpalm.com/blog/keras3_...
Google releases LiteRT.js, enabling direct browser execution of AI models with native hardware acceleration. Supports .tflite and PyTorch models alternativeto.net/news/2026/7...
July 12, 2026 at 10:33 AM
Google releases LiteRT.js, enabling direct browser execution of AI models with native hardware acceleration. Supports .tflite and PyTorch models alternativeto.net/news/2026/7...
The code is here if you fancy doing it in your garden: it's very straightforward to install and set up. Only fiddly bit is sorting out where to put your Pi and mic for power and protection from the rain. github.com/Nachtzuster/...
GitHub - Nachtzuster/BirdNET-Pi: A realtime acoustic bird classification system for the Raspberry Pi 5, 4B 3B+ 0W2 and more. Built on the TFLite version of BirdNET.
A realtime acoustic bird classification system for the Raspberry Pi 5, 4B 3B+ 0W2 and more. Built on the TFLite version of BirdNET. - Nachtzuster/BirdNET-Pi
github.com
April 2, 2025 at 9:16 AM
The code is here if you fancy doing it in your garden: it's very straightforward to install and set up. Only fiddly bit is sorting out where to put your Pi and mic for power and protection from the rain. github.com/Nachtzuster/...
📦 ultralytics / ultralytics
⭐ 29,095 (+59)
🗒 Python
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
⭐ 29,095 (+59)
🗒 Python
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
GitHub - ultralytics/ultralytics: NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite - ultralytics/ultralytics
github.com
October 1, 2024 at 12:01 PM
📦 ultralytics / ultralytics
⭐ 29,095 (+59)
🗒 Python
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
⭐ 29,095 (+59)
🗒 Python
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
(this week) jax to tflite is done with orbax ( nightly build only) ai.google.dev/edge/litert/...
( and that's orbax-export, not orbax-checkpoint, since it's been split ) not sure what'll be next week, we'll see! #canYouKeepUp
( and that's orbax-export, not orbax-checkpoint, since it's been split ) not sure what'll be next week, we'll see! #canYouKeepUp
Jax Model Conversion For TFLite | Google AI Edge | Google AI for Developers
ai.google.dev
November 23, 2024 at 12:01 AM
(this week) jax to tflite is done with orbax ( nightly build only) ai.google.dev/edge/litert/...
( and that's orbax-export, not orbax-checkpoint, since it's been split ) not sure what'll be next week, we'll see! #canYouKeepUp
( and that's orbax-export, not orbax-checkpoint, since it's been split ) not sure what'll be next week, we'll see! #canYouKeepUp
From PyTorch to the browser, simplified. LiteRT.js is a new #WebAI runtime designed to make it easier to run your custom .tflite models. See the demo from Matthew Soulanille and Chintan Parikh at the Web AI Summit → goo.gle/452pWm9
January 8, 2026 at 5:53 PM
From PyTorch to the browser, simplified. LiteRT.js is a new #WebAI runtime designed to make it easier to run your custom .tflite models. See the demo from Matthew Soulanille and Chintan Parikh at the Web AI Summit → goo.gle/452pWm9
github.com/tensorflow/t...
Looking at the recent TensorFlow release notes, I wonder if TensorFlow is now in maintenance mode, with only TFLite migrating to LiteRT to keep it active.
Looking at the recent TensorFlow release notes, I wonder if TensorFlow is now in maintenance mode, with only TFLite migrating to LiteRT to keep it active.
Release TensorFlow 2.19.0-rc0 · tensorflow/tensorflow
Release 2.19.0
TensorFlow
Breaking Changes
LiteRT, a.k.a. tf.lite:
C++ API:
The public constants tflite::Interpreter:kTensorsReservedCapacity and tflite::Interpreter:kTensorsCapacityHeadroom are...
github.com
February 24, 2025 at 8:19 PM
github.com/tensorflow/t...
Looking at the recent TensorFlow release notes, I wonder if TensorFlow is now in maintenance mode, with only TFLite migrating to LiteRT to keep it active.
Looking at the recent TensorFlow release notes, I wonder if TensorFlow is now in maintenance mode, with only TFLite migrating to LiteRT to keep it active.
We have a ton of different birds at our house & my wife loves listening to them. Another person showed me BirdNET Pi that records, identifies them. I have it set up at my house as well. github.com/Nachtzuster/...
GitHub - Nachtzuster/BirdNET-Pi: A realtime acoustic bird classification system for the Raspberry Pi 5, 4B 3B+ 0W2 and more. Built on the TFLite version of BirdNET.
A realtime acoustic bird classification system for the Raspberry Pi 5, 4B 3B+ 0W2 and more. Built on the TFLite version of BirdNET. - Nachtzuster/BirdNET-Pi
github.com
April 5, 2026 at 4:23 PM
We have a ton of different birds at our house & my wife loves listening to them. Another person showed me BirdNET Pi that records, identifies them. I have it set up at my house as well. github.com/Nachtzuster/...
The Tflite model we used was originally created with @edgeimpulse.com, using our JavaScript SDK to upload training data
December 23, 2024 at 6:40 PM
The Tflite model we used was originally created with @edgeimpulse.com, using our JavaScript SDK to upload training data
If you feel like spending a little money and A LOT more time, you can set up a BirdNet Pi to constantly listen for birds! github.com/Nachtzuster/...
GitHub - Nachtzuster/BirdNET-Pi: A realtime acoustic bird classification system for the Raspberry Pi 5, 4B 3B+ 0W2 and more. Built on the TFLite version of BirdNET.
A realtime acoustic bird classification system for the Raspberry Pi 5, 4B 3B+ 0W2 and more. Built on the TFLite version of BirdNET. - Nachtzuster/BirdNET-Pi
github.com
May 26, 2025 at 11:48 AM
If you feel like spending a little money and A LOT more time, you can set up a BirdNet Pi to constantly listen for birds! github.com/Nachtzuster/...
On-Device GenAI with Android Kotlin: Mastering Gemini Nano, AICore, and local LLM deployment using MediaPipe and Custom TFLite models by Edgar Milvus is a new release on Leanpub!
Link: leanpub.com/OnDeviceGenA...
#books #ebooks #newreleases #leanpublishing #selfpublishing #kotlin #android #ai
Link: leanpub.com/OnDeviceGenA...
#books #ebooks #newreleases #leanpublishing #selfpublishing #kotlin #android #ai
On-Device GenAI with Android Kotlin
Mastering Gemini Nano, AICore, and local LLM deployment using MediaPipe and Custom TFLite models
leanpub.com
April 24, 2026 at 5:45 AM
On-Device GenAI with Android Kotlin: Mastering Gemini Nano, AICore, and local LLM deployment using MediaPipe and Custom TFLite models by Edgar Milvus is a new release on Leanpub!
Link: leanpub.com/OnDeviceGenA...
#books #ebooks #newreleases #leanpublishing #selfpublishing #kotlin #android #ai
Link: leanpub.com/OnDeviceGenA...
#books #ebooks #newreleases #leanpublishing #selfpublishing #kotlin #android #ai
Out of curiosity have you seen BirdnetPI? github.com/Nachtzuster/...
GitHub - Nachtzuster/BirdNET-Pi: A realtime acoustic bird classification system for the Raspberry Pi 5, 4B 3B+ 0W2 and more. Built on the TFLite version of BirdNET.
A realtime acoustic bird classification system for the Raspberry Pi 5, 4B 3B+ 0W2 and more. Built on the TFLite version of BirdNET. - Nachtzuster/BirdNET-Pi
github.com
July 11, 2025 at 12:25 PM
Out of curiosity have you seen BirdnetPI? github.com/Nachtzuster/...
Run a BirdNet server to identify and track the birds in your yard. github.com/mcguirepr89/...
GitHub - mcguirepr89/BirdNET-Pi: A realtime acoustic bird classification system for the Raspberry Pi 4B, 3B+, and 0W2 built on the TFLite version of BirdNET.
A realtime acoustic bird classification system for the Raspberry Pi 4B, 3B+, and 0W2 built on the TFLite version of BirdNET. - mcguirepr89/BirdNET-Pi
github.com
March 2, 2025 at 4:08 AM
Run a BirdNet server to identify and track the birds in your yard. github.com/mcguirepr89/...
¡Google acaba de anunciar algo brutal!
Se llama LiteRT.js y es IA corriendo en el navegador con WebGPU. Sin servidores, APIs y 100% privado.
Mejor rendimiento que TensorFlow y ONXXRuntime.
→ github.com/google-ai-ed...
Se llama LiteRT.js y es IA corriendo en el navegador con WebGPU. Sin servidores, APIs y 100% privado.
Mejor rendimiento que TensorFlow y ONXXRuntime.
→ github.com/google-ai-ed...
July 10, 2026 at 1:05 PM
¡Google acaba de anunciar algo brutal!
Se llama LiteRT.js y es IA corriendo en el navegador con WebGPU. Sin servidores, APIs y 100% privado.
Mejor rendimiento que TensorFlow y ONXXRuntime.
→ github.com/google-ai-ed...
Se llama LiteRT.js y es IA corriendo en el navegador con WebGPU. Sin servidores, APIs y 100% privado.
Mejor rendimiento que TensorFlow y ONXXRuntime.
→ github.com/google-ai-ed...
Have you seen Birdnet-Pi? Raspberry Pi and a $20 microphone and it'll record and identify any bird it hears. Really easy to set up, too.
https://github.com/Nachtzuster/BirdNET-Pi
https://github.com/Nachtzuster/BirdNET-Pi
GitHub - Nachtzuster/BirdNET-Pi: A realtime acoustic bird classification system for the Raspberry Pi 5, 4B 3B+ 0W2 and more. Built on the TFLite version of BirdNET.
A realtime acoustic bird classification system for the Raspberry Pi 5, 4B 3B+ 0W2 and more. Built on the TFLite version of BirdNET. - Nachtzuster/BirdNET-Pi
github.com
May 28, 2024 at 12:53 AM
Have you seen Birdnet-Pi? Raspberry Pi and a $20 microphone and it'll record and identify any bird it hears. Really easy to set up, too.
https://github.com/Nachtzuster/BirdNET-Pi
https://github.com/Nachtzuster/BirdNET-Pi
Raspi 4 + USB-Mikro (liegt draußen am Fenster, USB-Verlängerung durchs Fenster-Gummi).
Software: github.com/Nachtzuster/...
Software: github.com/Nachtzuster/...
GitHub - Nachtzuster/BirdNET-Pi: A realtime acoustic bird classification system for the Raspberry Pi 5, 4B 3B+ 0W2 and more. Built on the TFLite version of BirdNET.
A realtime acoustic bird classification system for the Raspberry Pi 5, 4B 3B+ 0W2 and more. Built on the TFLite version of BirdNET. - Nachtzuster/BirdNET-Pi
github.com
June 30, 2025 at 2:56 PM
Raspi 4 + USB-Mikro (liegt draußen am Fenster, USB-Verlängerung durchs Fenster-Gummi).
Software: github.com/Nachtzuster/...
Software: github.com/Nachtzuster/...
Added file transfer and Tflite support to our Smart Insole Unity SDK - great for on-device gesture recognition
Send ML models to our insoles via Bluetooth to recognize gestures on the insoles themselves, saving battery life and developer time by not needing to process the raw sensor data yourself
Send ML models to our insoles via Bluetooth to recognize gestures on the insoles themselves, saving battery life and developer time by not needing to process the raw sensor data yourself
December 23, 2024 at 6:37 PM
Added file transfer and Tflite support to our Smart Insole Unity SDK - great for on-device gesture recognition
Send ML models to our insoles via Bluetooth to recognize gestures on the insoles themselves, saving battery life and developer time by not needing to process the raw sensor data yourself
Send ML models to our insoles via Bluetooth to recognize gestures on the insoles themselves, saving battery life and developer time by not needing to process the raw sensor data yourself
Months ago Jessamyn posted github.com/mcguirepr89/... on mastodon. I've been tempted many times to add a node in my backyard (even though west Texas is the same 15 bird species). I'm going to PNW this summer and plan to have Merlin open whenever I'm in nature. :)
GitHub - mcguirepr89/BirdNET-Pi: A realtime acoustic bird classification system for the Raspberry Pi 4B, 3B+, and 0W2 built on the TFLite version of BirdNET.
A realtime acoustic bird classification system for the Raspberry Pi 4B, 3B+, and 0W2 built on the TFLite version of BirdNET. - mcguirepr89/BirdNET-Pi
github.com
May 6, 2025 at 9:25 PM
Months ago Jessamyn posted github.com/mcguirepr89/... on mastodon. I've been tempted many times to add a node in my backyard (even though west Texas is the same 15 bird species). I'm going to PNW this summer and plan to have Merlin open whenever I'm in nature. :)
What’s new:
⚡️ 1.4x faster GPU performance vs. TFLite + new NPU acceleration
💎 Expanded int8/int16/INT4 support (SQRT, Cast, Slice)
🛠️ First-class PyTorch/JAX model conversion
🛡️ Increased resources for critical bug fixes and dependency updates
Upgrade your stack today → goo.gle/4lodjsn
⚡️ 1.4x faster GPU performance vs. TFLite + new NPU acceleration
💎 Expanded int8/int16/INT4 support (SQRT, Cast, Slice)
🛠️ First-class PyTorch/JAX model conversion
🛡️ Increased resources for critical bug fixes and dependency updates
Upgrade your stack today → goo.gle/4lodjsn
What's new in TensorFlow 2.21- Google Developers Blog
Google has officially graduated LiteRT into production, delivering up to 1.4x faster GPU performance and enhanced NPU acceleration for high-performance on-device AI. This update streamlines cross-plat...
goo.gle
March 6, 2026 at 8:01 PM
What’s new:
⚡️ 1.4x faster GPU performance vs. TFLite + new NPU acceleration
💎 Expanded int8/int16/INT4 support (SQRT, Cast, Slice)
🛠️ First-class PyTorch/JAX model conversion
🛡️ Increased resources for critical bug fixes and dependency updates
Upgrade your stack today → goo.gle/4lodjsn
⚡️ 1.4x faster GPU performance vs. TFLite + new NPU acceleration
💎 Expanded int8/int16/INT4 support (SQRT, Cast, Slice)
🛠️ First-class PyTorch/JAX model conversion
🛡️ Increased resources for critical bug fixes and dependency updates
Upgrade your stack today → goo.gle/4lodjsn
Part 2 - uploading Tflite models for on-device machine learning, works in Xcode previews, and battery widget example
March 17, 2025 at 3:30 PM
Part 2 - uploading Tflite models for on-device machine learning, works in Xcode previews, and battery widget example
結論。tensorflow -> tfliteに変換する際にメモリ余裕があったので良き
February 22, 2025 at 1:37 PM
結論。tensorflow -> tfliteに変換する際にメモリ余裕があったので良き