Object detection draws a box around the cat. Image segmentation traces the cat. Every whisker, every paw, the awkward …
Abhay
4 min read
Picture a brilliant but exhausting professor: knows everything, answers every question with footnotes, and takes forty …
Abhay
4 min read
Imagine a forger and a detective locked in a room together, with a single rule: neither leaves until one of them is …
Abhay
4 min read
Suppose you want to build a classifier that tells apart 200 species of moths, and you have exactly 1,400 photos. Train a …
Abhay
4 min read
Most machine learning is taught with flashcards. You show the model a photo labelled “cat,” it guesses, you …
Abhay
5 min read
Imagine stacking ten layers of neurons, training for hours, burning through GPU credits — and ending up with something …
Abhay
4 min read
Ask a classifier “what’s in this photo?” and it answers, confidently, “a cat.” Helpful. …
Abhay
4 min read
A regular neural network has the memory of a goldfish. Show it an image of a cat and it’ll confidently say …
Abhay
5 min read
You already know what a learning rate is: the size of the step your model takes downhill each time it learns. What …
Abhay
4 min read
Every machine learning model, no matter how clever, is fundamentally an over-eager intern with one job: stop being …
Abhay
5 min read