How to organize data sets?
Kiritooo opened this issue · 8 comments
hello, I'm new of the CV, I want to use your code to understand how to use dataset for pose estimation, but I don't know how to deal with data sets and name, I will not submit results to match only for learning, can you give a README thank you!
@Kiritooo We add README and will gradually improve it. If you want to know the approach of deal with data sets, please read datasets.py carefully.
兄弟，线上能到多少？
I find that the Accuracy is very low, what about you?
Train Epoch: 16 [7680/9056 (85%)] Loss: 1.734629 Train Epoch: 16 [8320/9056 (92%)] Loss: 1.775722 Train Epoch: 16 [8960/9056 (99%)] Loss: 1.782988 Test set: Average loss: 2.9240, Accuracy: 369/2264 (16%) Train Epoch: 17 [0/9056 (0%)] Loss: 1.722289 Train Epoch: 17 [640/9056 (7%)] Loss: 1.780630 Train Epoch: 17 [1280/9056 (14%)] Loss: 1.787481 Train Epoch: 17 [1920/9056 (21%)] Loss: 1.722810 Train Epoch: 17 [2560/9056 (28%)] Loss: 1.876558
Is that normal?
@rmfckaka I think it may be caused by overfitting, try image enhancement algorithm to enlarge your datasets. And the train loss increased , I guess u may take a smaller lr to train the model.
@rmfckaka 我没有尝试
分数百分之几？
我的准确率也不高，没参加比赛，想试一下这个任务，有加群交流的吗（102611529）