Antal.Ai Pothole Detector (FREE)
This model detects potholes on road images
Antal.Ai Pothole Detector (FREE) launched on February 25, 2026 with 4 votes, #2,349 of 16,627 launches that month and more than 75% of that year's launches.
What it does
This model expects as input an image of a road, on which it detects potholes. I created this model back in 2021, so it's not a cutting-edge solution. Also, because it's an older model, it's large in size and not suitable for running a demo in a browser, so there isn't a demo available for it but you can download it for free and test it on your own.
Free YOLOv4 pothole detector model for identifying potholes in road images and video for road monitoring prototypes.
This model expects as input an image of a road, on which it detects potholes. I created this model back in 2021, so it's not a cutting-edge solution. Also, because it's an older model, it's large in size and not suitable for running a demo in a browser, so there isn't a demo available for it. This model allows you to determine the number and size of potholes on a given section of road, so you can measure road quality. detections_count = 952, unique_truth_count = 359 class_id = 0, name = Pothole, ap = 76.50% (TP = 258, FP = 68) for conf_thresh = 0.25, precision = 0.79, recall = 0.72, F1-score = 0.75 for conf_thresh = 0.25, TP = 258, FP = 68, FN = 101, average IoU = 61.88 % IoU threshold = 50…from antal.ai
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