PROMPT REVOLUTION

Benchmarking Claude 4 Sonnet and GPT-4o for Brain MRI Image Labelling: Comparing Chat Interface and API Results

We assessed the ability of Claude 4 Sonnet and GPT-4o to classify brain MRI images as healthy or tumorous for research labelling purposes, using both the chat interface (10 images) and the API (125 images). Claude 4 Sonnet achieved perfect accuracy (10/10) in chat, but its API refused to

by Miklós Sebők - Rebeka Kiss • Jun 1, 2025

plant disease detection image classification classification

Automating Plant Disease Detection at Scale: From Prompt Limitations to a High-Accuracy API Workflow with GPT-4o

Image-based classification is increasingly used across biology, ecology, and agriculture—from identifying animal species to detecting plant diseases. One common use case is the analysis of leaf images to distinguish between healthy and diseased plants. In this post, we compare two approaches to classifying strawberry leaves as either fresh (healthy)

by Miklós Sebők - Rebeka Kiss • May 28, 2025