List: 🤖 Deep Learning - Techniques, Methods and How To's | Curated by Shubham Panchal

Jun 30, 2023
17 stories
🤖 Deep Learning - Techniques, Methods and How To'sStories explaining various DL techniques, architectures, methods and how to's.
Shubham Panchal
in
Towards Data Science
Managing Deep Learning Models Easily With TOML ConfigurationsYou may never need those long CLI args for your train.py
Jun 15, 2023
1
Jun 15, 2023
1
Shubham Panchal
in
Heartbeat
Deploying TF Models on Heroku for Android AppsServing TF models using Flask and Heroku for Android apps
Mar 24, 2022
Mar 24, 2022
Shubham Panchal
in
Towards Data Science
Human-In-The-Loop Systems — All You Need To KnowEverything you need to know about HITL systems
Apr 8, 2022
Apr 8, 2022
Shubham Panchal
in
Geek Culture
Creating Desktop Apps For TensorFlow Models With QtBuild a desktop app for a TensorFlow model with PySide6
Jan 13, 2023
1
Jan 13, 2023
1
Shubham Panchal
in
Towards Data Science
Grad-CAM: A Camera For Your Model’s DecisionLights, CAM, Gradients!
Aug 15, 2021
2
Aug 15, 2021
2
Shubham Panchal
in
Towards Data Science
No, Kernels & Filters Are Not The SameSolving the usual confusion.
Oct 9, 2021
2
Oct 9, 2021
2
Shubham Panchal
in
Towards Data Science
MLP Mixer Is All You Need?Understanding MLP-Mixers from beginning to the end, with TF Keras code
Jun 13, 2021
2
Jun 13, 2021
2
Shubham Panchal
in
Heartbeat
Colorizing B/W Images With GANs in TensorFlowAn experiment with GANs to unveil their superpowers
Nov 27, 2020
1
Nov 27, 2020
1
Shubham Panchal
in
Towards Data Science
4 Awesome Ways Of Loading ML Data In Google ColabLoading data in Google Colab with various APIs and packages.
Oct 18, 2019
Oct 18, 2019
Shubham Panchal
in
Towards Data Science
Exploring DenseNets: From Paper To KerasDismantling DenseNets to see what’s “dense” in it!
Mar 23, 2020
Mar 23, 2020
Shubham Panchal
in
Towards Data Science
Exploring MobileNets: From Paper To KerasDismantling MobileNets to see how they are lightweight and so efficient.
Apr 9, 2020
1
Apr 9, 2020
1
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Shubham Panchal
in
Towards Data Science
Face Landmark Detection With End-To-End Regression in TensorFlowBuild a model right from zero without using other packages!
Mar 8, 2020
5
Mar 8, 2020
5
Shubham Panchal
in
Towards Data Science
Cityscape Image Segmentation With TensorFlow 2.0Image Segmentation with the UNet architecture.
Nov 3, 2019
2
Nov 3, 2019
2
Shubham Panchal
in
Becoming Human: Artificial Intelligence Magazine
Image Classification With TensorFlow 2.0 ( Without Keras )Image Classification is one of the fundamental supervised tasks in the world of machine learning. TensorFlow’s new 2.0 version provides a…
Oct 29, 2019
3
Oct 29, 2019
3
Shubham Panchal
in
Towards Data Science
Get Started With TensorFlow 2.0 and Linear RegressionA linear regression model with the new TF 2.0 APIs
May 27, 2019
1
May 27, 2019
1
Shubham Panchal
in
Predict
Creating a Chatbot from Scratch using Keras and TensorFlowLeveraging the powers of seq2seq networks.
Mar 24, 2019
12
Mar 24, 2019
12