🖥 UNet 3+ Implementation in TensorFlow

This article presents an implementation of the UNet 3+ architecture using TensorFlow.

UNet 3+ extends the classic UNet and UNet++ architecture.

This article looks at each block of the UNet 3+ architecture and explains how they work and what helps improve the performance of the model.

Understanding these blocks will help us understand the mechanisms behind UNet 3+ and how it effectively tackles tasks such as image segmentation or other pixel-wise prediction tasks.

https://idiotdeveloper.com/unet-3-plus-implementation-in-tensorflow/

https://t.me/DataScienceT ⭐️

SGFormer: Simplified Graph Transformers

🖥 Github: https://github.com/qitianwu/sgformer

📕 Paper: https://arxiv.org/pdf/2306.10759.pdf

🤗 Blog: https://zhuanlan.zhihu.com/p/674548352

🌏 JoyHallo: Mandarin Digital Human 🌏 
 
✅ JD Health faced the challenges of audio-driven video generation in Mandarin, a task complicated by the language’s intricate lip movements and the scarcity of HQ datasets. Impressive results (-> audio ON). Code Models available 
 
✔️ Review: https://t.ly/5NGDh

✔️ Paper: arxiv.org/pdf/2409.13268
 
✔️ Project: jdh-algo.github.io/JoyHallo/ 

✔️ Code: github.com/jdh-algo/JoyHallo

https://t.me/DataScienceT ✅

StoryMaker: Towards Holistic Consistent Characters in Text-to-image Generation

Paper: https://arxiv.org/pdf/2409.12576v1.pdf

Code: https://github.com/redaigc/storymaker

https://t.me/DataScienceT ✅

OmniGen: Unified Image Generation

Paper: https://arxiv.org/pdf/2409.11340v1.pdf

Code: https://github.com/vectorspacelab/omnigen

Dataset: DreamBooth | MagicBrush

https://t.me/DataScienceT ✅

Recurrent Neural Network (RNN) by hand ✍️ Excel

📂 Tags: #python #ML #RNN

http://t.me/codeprogrammer ⭐️

Download Excel file 👇
https://t.me/+Tdshx2j5cZ00N2Ji

Earning Whale Tokens 💲

@Whale is the first licensed bot on Telegram that launched its own $Whale token. 🐳

How to earn tokens?

The app has a referral system tied to the token. For every dollar earned through your referral link, you’ll receive 1 $WHALE token. ☺️

Additionally, they have their own game — Wheel of Whales, where you can farm tokens for free. 🆕

It’s a great opportunity for those who want to simply tap and earn their "whales"! :) 🤑

10% of the total token supply is allocated to the clicker game.

Transformer by Hand ✍️ in 5 Minutes with Anna Rahn

📂 Tags: #python #ML #Transformer

http://t.me/codeprogrammer ⭐️

Pandas ➡️ Polars ➡️ SQL ➡️ PySpark translations:

Is it useful to you❓

📂 Tags: #pandas #Polars #sql #Pyspark

http://t.me/codeprogrammer ⭐️

WiLoR: End-to-end 3D Hand Localization and Reconstruction in-the-wild

Paper: https://arxiv.org/pdf/2409.12259v1.pdf

Code: https://github.com/rolpotamias/WiLoR

Datasets: FreiHAND - HO-3D v2 - COCO-WholeBody

https://t.me/DataScienceT 🏵

TensorIR: An Abstraction for Automatic Tensorized Program Optimization

Paper: https://arxiv.org/pdf/2207.04296v2.pdf

Codes: https://github.com/mlc-ai/web-llm - https://github.com/apache/tvm

https://t.me/DataScienceT ✅

Generalizable and Animatable Gaussian Head Avatar

🖥 Github: https://github.com/xg-chu/gagavatar

📕 Paper: https://arxiv.org/abs/2410.07971v1

https://t.me/DataScienceT 🏵