neural-image-caption

A Neural Image Caption Generator - Part 6

We start with this equation where ht is the hidden state or memory:

Dec 26, 2025 • Shrijith Venkatramana

A Neural Image Caption Generator - Part 5

The biggest problem in RNN training is exploding and vanishing gradients; LSTM -a particular type of recurrent nets - help address it:

Dec 24, 2025 • Shrijith Venkatramana

A Neural Image Caption Generator - Part 4

Dec 23, 2025 • Shrijith Venkatramana

A Neural Image Caption Generator - Part 3

Essentially - we look at the image caption problem as a traditional “language translation” task.

Dec 22, 2025 • Shrijith Venkatramana

A Neural Image Caption Generator - Part 2

The history of this sort of system has been dominated by hand-designed rules:

Dec 21, 2025 • Shrijith Venkatramana

A Neural Image Caption Generator - Part 1

I’ll be working through this seminal paper which explores how to put together CNN, RNN and LSTMs to get a nice image caption generator.

Dec 20, 2025 • Shrijith Venkatramana

#nojs-banner { position: fixed; bottom: 0; left: 0; padding: 16px 16px 16px 32px; width: 100%; box-sizing: border-box; background: red; color: white; font-family: -apple-system, "Segoe UI", Roboto, Helvetica, Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol"; font-size: 13px; line-height: 13px; } #nojs-banner a { color: inherit; text-decoration: underline; } This site requires JavaScript to run correctly. Please turn on JavaScript or unblock scripts