diff --git a/docs/models/sam.md b/docs/models/sam.md index f4cb63b..79bbd01 100644 --- a/docs/models/sam.md +++ b/docs/models/sam.md @@ -72,12 +72,12 @@ The Segment Anything Model can be employed for a multitude of downstream tasks t ## SAM comparison vs YOLOv8 -Here we compare Meta's smallest SAM model, SAM-b, with Ultralytics smallest segmentation model, [YOLOv8n-seg](../tasks/segment): +Here we compare Meta's smallest SAM model, SAM-b, with Ultralytics smallest segmentation model, [YOLOv8n-seg](../tasks/segment.md): -| Model | Size | Parameters | Speed (CPU) | -|---------------------------------------------|----------------------------|------------------------|-------------------------| -| Meta's SAM-b | 358 MB | 94.7 M | 51096 ms | -| Ultralytics [YOLOv8n-seg](../tasks/segment) | **6.7 MB** (53.4x smaller) | **3.4 M** (27.9x less) | **59 ms** (866x faster) | +| Model | Size | Parameters | Speed (CPU) | +|------------------------------------------------|----------------------------|------------------------|-------------------------| +| Meta's SAM-b | 358 MB | 94.7 M | 51096 ms | +| Ultralytics [YOLOv8n-seg](../tasks/segment.md) | **6.7 MB** (53.4x smaller) | **3.4 M** (27.9x less) | **59 ms** (866x faster) | This comparison shows the order-of-magnitude differences in the model sizes and speeds. Whereas SAM presents unique capabilities for automatic segmenting, it is not a direct competitor to YOLOv8 segment models, which are smaller, faster and more efficient since they are dedicated to more targeted use cases.