Comments (2)
Chilicyy
commented on July 17, 2024
@QiqLiang 您好，问题1 描述的流程是对的；问题2 预训练模型设为模型A，教师模型设为模型B。
from yolov6.
QiqLiang
commented on July 17, 2024
@QiqLiang 您好，问题1 描述的流程是对的；问题2 预训练模型设为模型A，教师模型设为模型B。
谢谢！我还有以下两个问题:
- 训练学生模型和教师模型的侧重点有什么不同呢？或者换句话说，建议训练时使用相同的数据集还是学生模型使用更针对性的数据集呢？
- 在实际使用yolov6n的时候存在比较多的背景误报为目标或者目标分类错误，除了可以从训练集入手或者增大模型外，有没有什么训练tricks可以尝试一下呢？
非常感谢！
from yolov6.
Related Issues (20)
- 请问val loss在哪里看呢？训练过程只输出了train loss（How to see val loss??） HOT 1
- Custom dataset format for segmentation
- 如何在不改变分割模型尺寸的情况下，调整推理结果中mask的尺寸？
- yolov6s quant problem HOT 3
- map为0 HOT 3
- Invalid label with my custom dataset from roboflow
- 自蒸馏教师模型的模型结构
- 自蒸馏损失
- Inference bottlenecked by _local_scalar_dense running on CPU
- Issue with YOLOv6 Segmentation Model Using Polygon Labels HOT 1
- YOLOv6 continues to be awesome
- How to Use QAT for Segmentation with YOLOv6? HOT 6
- Yolov6 onnx to engine file conversion
- 关于hubconf.py中process_image的疑问
- Issues with QAT Implementation for YOLO Detection Model
- How could you initialize the model to use it in code?
- 训练好的模型，infer用的best_ckpt.pt，推理出的结果没有候选框
- Empty exp, train log
- 关于自蒸馏的训练教师模型时必须开fuse ab吗
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from yolov6.