{"url":"/method/sppf-amp","slug":"sppf-amp","name":"SPPF-AMP","full_name":"Amplified Spatial Pyramid Pooling Fast","full_name_withheld":false,"description_markdown":"In our proposed model, SPPF-AMP, besides passing the output of the convolutional layer from a sequence of max pooling layers with kernel sizes of 5, it is also passed through two average pooling layers with kernel sizes of 9 and 13. Then the output of each max pooling layer, each average pooling layer, and the convolutional layer are concatenated and passed to the next convolutional layer.","description_state":"present","introduced_year":null,"introduced_by":{"title":"Inception-YOLO: Computational cost and accuracy improvement of the YOLOv5 model based on employing modified CSP, SPPF, and inception modules","paper":"/paper/inception-yolo-computational-cost-and","first_author":"Hadi Khodaei Jooshin","n_authors":3,"url_abs":null,"archive_paper_url":"https://paperswithcode.com/paper/inception-yolo-computational-cost-and"},"source":{"url":"https://ietresearch.onlinelibrary.wiley.com/doi/epdf/10.1049/ipr2.13077","title":"Inception-YOLO: Computational cost and accuracy improvement of the YOLOv5 model based on employing modified CSP, SPPF, and inception modules","url_on_a_paper_host":true},"code_snippet_url":null,"code_snippet_url_on_a_code_host":false,"categories":[{"area":"Computer Vision","area_id":"computer-vision","collection":"Object Detection Models","url":"/methods/category/object-detection-models","pwc_aliases":[]}],"n_papers_tagged":1,"archive_num_papers":1,"papers_newest_first":[{"paper":"/paper/inception-yolo-computational-cost-and","title":"Inception-YOLO: Computational cost and accuracy improvement of the YOLOv5 model based on employing modified CSP, SPPF, and inception modules","date":"2024-03-11","arxiv_id":null,"n_code_links":0,"syntology":null}],"papers_shown":1,"tasks":[{"task":"/task/medical-image-analysis","name":"Medical Image Analysis","papers":1},{"task":"/task/object-detection","name":"Object Detection","papers":1},{"task":"/task/real-time-object-detection","name":"Real-Time Object Detection","papers":1},{"task":"/task/object-detection-1","name":"object-detection","papers":1}],"tasks_shown":4,"n_tasks":4,"usage_by_year":[{"year":"2024","papers":1}],"row_source":"methods_table","archive":{"source":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","archive_url":"https://paperswithcode.com/method/sppf-amp"},"syntology_read_at":"2026-09-24T18:15:14+00:00"}