FlowMeter is a packet analysis utility that uses supervised ML models to classify network traffic. It processes pcap files or live network traffic, extracts flow statistics from packet headers, and categorizes traffic as benign or malicious to reduce manual analysis burden. The tool outputs flow data with classification labels to support security operations.