(Solved) The tiny ship target detection model is unstable, and the loss and gradient are nan - Code World

(Solved) The tiny ship target detection model is unstable, and the loss and gradient are nan

Enterprise 2023-04-09 22:25:22 views: null

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Origin blog.csdn.net/weixin_46812066/article/details/129330978

(Solved) The tiny ship target detection model is unstable, and the loss and gradient are nan

Study notes for ship target detection

Loss function for target detection

Maritime ship target detection system based on YOLOV8 model (PyTorch+Pyside6+YOLOv8 model)

[Target detection] IOU loss CIOU

Loss functions in target detection: IOU_Loss, GIOU_Loss, DIOU_Loss and CIOU_Loss

Target detection - SSD model introduction

Ship detection - the first issue of literature reading, target detection + sentinel Sentinel data

Smart target detection - deployment of YoloV7-Tiny-OBB rotating target detection algorithm

Smart target detection - Pytorch builds YoloV7-Tiny-OBB rotating target detection platform

Target Detection YOLO Practical Application Case 100 Lectures - CNN-based Satellite Image Ship Target Detection and Recognition (Continued)

Target detection YOLO practical application case 100 lectures - multi-scale ship target detection in SAR images (continued)

Target detection-data structure of Xiahou Nanxi target detection model

The loss weight of target detection YOLOv5, and the relationship with image size

Various loss accumulations used in deep learning target detection (continuously updated)

Target Detection YOLO Practical Application Cases 100 Lectures - CNN-Based Detection and Recognition of Ship Targets in Satellite Images

Target detection-PyTorch model building template

Target detection-model accelerated learning notes

Ultra-lightweight target detection model NanoDet

Target detection regression loss function 1: Comparison of L1 loss, L2 loss and Smooth L1 Loss

Unmanned ship model identification

[Target Detection] Construct an XML file based on the inference results of the detection model

[Target detection] Draw the prediction frame according to the reasoning results of the detection model

Target detection model size calculation, model complexity (parameter conversion formula)

[youcans hands-on model] OverFeat model of target detection

[youcans hands-on model] SPPNet model for target detection

Target detection series (2) - another one stage target detection model - SSD (on)

Target Detection YOLO Practical Application Cases 100 Lectures - Research on Target Detection and Tracking Model Based on Small Samples

[YoloV8 target detection and instance segmentation - target detection onnx model inference]

Gradient of activation function and Loss

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