Agent skill
object_counter
Count occurrences of an object in the image using computer vision algorithm.
Install this agent skill to your Project
npx add-skill https://github.com/benchflow-ai/skillsbench/tree/main/tasks-no-skills/mario-coin-counting/environment/skills/object_counter
SKILL.md
Count number of objects in image
For obtaining high fidelity object counting results, it's recommended to set a higher threshold, such as 0.9, also we need to do Non-Maximum Suppression using --dedup_min_dist flag (a good default value is 3).
python3 scripts/count_objects.py \
--tool count \
--input_image <image file> \
--object_image <object image file> \
--threshold 0.9 \
--dedup_min_dist 3
Recommended Agent Skills
Expand your agent's capabilities with these related and highly-rated skills.
csv-processing
Use this skill when reading sensor data from CSV files, writing simulation results to CSV, processing time-series data with pandas, or handling missing values in datasets.
pid-controller
Use this skill when implementing PID control loops for adaptive cruise control, vehicle speed regulation, throttle/brake management, or any feedback control system requiring proportional-integral-derivative control.
yaml-config
Use this skill when reading or writing YAML configuration files, loading vehicle parameters, or handling config file parsing with proper error handling.
simulation-metrics
Use this skill when calculating control system performance metrics such as rise time, overshoot percentage, steady-state error, or settling time for evaluating simulation results.
vehicle-dynamics
Use this skill when simulating vehicle motion, calculating safe following distances, time-to-collision, speed/position updates, or implementing vehicle state machines for cruise control modes.
web-interface-guidelines
Vercel's comprehensive UI guidelines for building accessible, performant web interfaces. Use this skill when reviewing or building UI components for compliance with best practices around accessibility, performance, animations, and visual stability.
Didn't find tool you were looking for?