yolov7 热力图

热力图是一种用于可视化模型在图像上的注意力分布的技术。在YOLOv7中结合GradCAM，可以生成热力图来显示模型对于不同区域的关注程度。通过热力图，我们可以了解模型在预测过程中对于不同目标的注意力分布情况。引用中提到，虽然初步在YOLOv7中实现了GradCAM的可视化，但效果并不太好，仍需要优化改进。因此，关于YOLOv7的热力图可视化目前可能还存在一些挑战和改进空间。<span class="em">1</span><span class="em">2</span><span class="em">3</span>
#### 引用[.reference_title]
- *1* *2* [【YOLOv7】结合GradCAM热力图可视化](https://blog.csdn.net/weixin_43799388/article/details/126190981)[target="_blank" data-report-click={"spm":"1018.2226.3001.9630","extra":{"utm_source":"vip_chatgpt_common_search_pc_result","utm_medium":"distribute.pc_search_result.none-task-cask-2~all~insert_cask~default-1-null.142^v93^chatsearchT3_2"}}] [.reference_item style="max-width: 50%"]
- *3* [【YOLOv7热力图可视化】参考链接非常棒，此博客用于记录一些细节（如果遇到报错：ValueError: too many ...](https://blog.csdn.net/LWD19981223/article/details/131272130)[target="_blank" data-report-click={"spm":"1018.2226.3001.9630","extra":{"utm_source":"vip_chatgpt_common_search_pc_result","utm_medium":"distribute.pc_search_result.none-task-cask-2~all~insert_cask~default-1-null.142^v93^chatsearchT3_2"}}] [.reference_item style="max-width: 50%"]
[ .reference_list ]