Tanso

Text to image generation is not a new idea. What if, you feed <your name> to a state-of-the-art image generation model?

Stable Diffusion, Unstable Me: Text-to-image Generation

So yesterday I found this paper “<a href="https://papers.nips.cc/paper/6613-dilated-recurrent-neural-networks" target="_blank">Dilated Recurrent Neural Networks</a>” from <a href="https://papers.nips.cc/book/advances-in-neural-information-processing-systems-30-2017?utm_campaign=Revue%20newsletter&amp;utm_medium=Newsletter&amp;utm_source=Deep%20Learning%20Weekly" target="_blank">NIPS 2017</a> and implemented <a href="https://towardsdatascience.com/only-numpy-nips-2017-implementing-dilated-recurrent-neural-networks-with-interactive-code-e83abe8c9b27" target="_blank">here&nbsp;</a>. But then something hit me, Res Net and High Way net are built in a way that allows direction connection between the input data X and the transformed data X`.

Only Numpy: Dilated Back Propagation and Google Brain’s Gradient Noise with Interactive Code

Learn why TensorFlow gradients return None, the common causes behind it, and how to fix unconnected or missing gradients in your model.

Debugging Disconnected Gradients in TensorFlow Step by Step

Compute gradients in TensorFlow with GradientTape—watching, models, non-scalars, control flow, and performance tips, all with clear, runnable examples.

Why GradientTape Is the Most Underrated Feature in TensorFlow

Fine-tune DeepLabV3-MobileNetV2 with TensorFlow Model Garden: prepare TFRecords, configure training on Oxford-IIIT Pets, and export a ready-to-use model.

How to Train DeepLabV3 with MobileNetV2 Using TensorFlow

Visualize TensorFlow object detection data with TFRecords, bounding boxes, and masks while evaluating accuracy using mAP metrics.

Visualizing Object Detection Data in TensorFlow with TFRecords

Turn slow TensorFlow into fast, portable graphs. Learn tf.function, AutoGraph, tracing/retracing fixes, Grappler, and when XLA jit_compile boosts speed.

Try This if Your TensorFlow Code Is Slow

Learn how a software engineer built a working GPT-2 clone from scratch in Rust on Ubuntu. This deep dive covers embeddings, attention, residuals, training, and 

Building GPT-2 from Scratch in Rust - A Software Engineer’s Deep Dive into Transformers and Tensors

Hands-on TensorFlow preprocessing recipes: data augmentation, normalization, encoding, and text vectorization with Keras layers.

The Only TensorFlow Preprocessing Guide You Need

Learn Keras callbacks: hook into training/eval/predict, read logs, use self.model, apply EarlyStopping & LR scheduling, and build custom callbacks with examples

TensorBoard, Checkpoints, and Custom Hooks in Keras

Load BERT, ALBERT, and ELECTRA from TF Model Garden: parse YAML/JSON configs, build encoders & classifiers, restore pretrained weights, and prep for downstream 

Plug-and-Play LM Checkpoints with TensorFlow Model Garden

Learn about TensorFlow Core: low-level, extensible APIs for custom models, tools, and scientific computing—when to use Core vs. Keras, key components, and more.

A Detailed Overview of TensorFlow Core APIs

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TANSO

tanso.io

55-100 emps

Since 2021

TANSO

EVERGREEN INDEX #12389

Tanso's stories on HackerNoon

Stable Diffusion, Unstable Me: Text-to-image Generation

Only Numpy: Dilated Back Propagation and Google Brain’s Gradient Noise with Interactive Code

Debugging Disconnected Gradients in TensorFlow Step by Step

Why GradientTape Is the Most Underrated Feature in TensorFlow

How to Train DeepLabV3 with MobileNetV2 Using TensorFlow

Visualizing Object Detection Data in TensorFlow with TFRecords

Try This if Your TensorFlow Code Is Slow

Building GPT-2 from Scratch in Rust - A Software Engineer’s Deep Dive into Transformers and Tensors

The Only TensorFlow Preprocessing Guide You Need

TensorBoard, Checkpoints, and Custom Hooks in Keras

Plug-and-Play LM Checkpoints with TensorFlow Model Garden

A Detailed Overview of TensorFlow Core APIs

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TANSO

tanso.io

55-100 emps

Since 2021

TANSO

EVERGREEN INDEX #12389

Tanso's stories on HackerNoon

Stable Diffusion, Unstable Me: Text-to-image Generation

Only Numpy: Dilated Back Propagation and Google Brain’s Gradient Noise with Interactive Code

Debugging Disconnected Gradients in TensorFlow Step by Step

Why GradientTape Is the Most Underrated Feature in TensorFlow

How to Train DeepLabV3 with MobileNetV2 Using TensorFlow

Visualizing Object Detection Data in TensorFlow with TFRecords

Try This if Your TensorFlow Code Is Slow

Building GPT-2 from Scratch in Rust - A Software Engineer’s Deep Dive into Transformers and Tensors

The Only TensorFlow Preprocessing Guide You Need

TensorBoard, Checkpoints, and Custom Hooks in Keras

Plug-and-Play LM Checkpoints with TensorFlow Model Garden

A Detailed Overview of TensorFlow Core APIs

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