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Home/Questions/Page 24

Decode Trail Latest Questions

Asked: July 8, 2025In: Deep Learning

Why does my video recognition model fail when the camera moves?

Sambhav Rathi
Sambhav Rathi

My model recognizes actions well in static camera videos.When the camera pans or shakes, predictions become unstable.The action is the same.Only the camera motion changes.

neural networksvision models
  • 0
  • 1 Answer
  • 6 Views
Asked: July 2, 2025In: Wordpess

Why does WordPress show “There has been a critical error on this website” after updating PHP?

Vishnu Dutt
Vishnu Dutt

critical error on the website

php-errors
  • 0
  • 1 Answer
  • 5 Views
Asked: June 30, 2025In: Deep Learning

Why does my classifier become unstable after fine-tuning on new data?

Abhimanyu Singh
Abhimanyu SinghBegginer

The base model worked well before.After fine-tuning on new data, accuracy drops everywhere.Even old categories are misclassified.The model seems to have forgotten what it knew.

ai-research
  • 0
  • 1 Answer
  • 7 Views
Asked: June 19, 2025In: Deep Learning

Why does my autoencoder reconstruct training images well but fails on new ones?

Anushrita Ghosh
Anushrita GhoshBegginer

The reconstruction loss is very low on training images.But when I test on new data, outputs look distorted.The model seems confident but wrong.It feels like it memorized the dataset.

autoencodertraining
  • 0
  • 1 Answer
  • 7 Views
Asked: June 12, 2025In: Deep Learning

Why does my recommendation model become worse after adding more user data?

Arshdeep Singhania
Arshdeep Singhania

I added thousands of new user interactions to my training dataset.Instead of improving, the recommendation quality dropped.Users are now getting irrelevant suggestions.It feels like more data made the model less accurate.

data scienceneural networks
  • 0
  • 1 Answer
  • 8 Views
Asked: June 12, 2025In: Cybersecurity

Why do repeated failed login attempts not get blocked even though I enabled brute-force protection?

Benedict Pier
Benedict PierBegginer

A WordPress site and its firewall show that brute-force protection is enabled.Attackers are making thousands of login attempts from different IPs.No IPs are getting banned, and the logs show everything as “allowed.”The site is running behind a ...

brute-force protection
  • 0
  • 0 Answers
  • 2 Views
Asked: June 10, 2025In: AI & Machine Learning

Why does my trained PyTorch model give different predictions every time even when I use the same input?

Zayn Siddiqui
Zayn Siddiqui

A PyTorch inference script produces different outputs on every run.The model weights are loaded from the same file and the input tensor never changes.This only happens after moving from training to deployment.There are no errors or warnings.

model-predictionpytorch
  • 0
  • 1 Answer
  • 6 Views
Asked: June 4, 2025In: Cybersecurity

Why do access logs exist but fail to help during investigations?

Radhika Sen
Radhika Sen

We collect logs, but during incidents they don’t answer key questions.Important details seem to be missing or hard to correlate.I’m trying to understand how to make logs more useful!

incident-response
  • 0
  • 1 Answer
  • 5 Views
Asked: June 4, 2025In: Cloud & DevOps

Why does my Azure VM fail to access storage even though the managed identity has permissions?

Aditya Vijaya
Aditya VijayaBegginer

access torage failure

azure
  • 0
  • 1 Answer
  • 5 Views
Asked: June 3, 2025In: AI & Machine Learning

Why does my deployed model slowly become biased toward one class over time?

Nicolas
NicolasBegginer

BIASed model issue

model drift
  • 0
  • 1 Answer
  • 12 Views
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