search

govzhz / dl-gesture-recognition

A real time hand gesture recognition system based on deep learning
90 stars 22 forks source link

It takes a lot of time to open the server. #8

Open likestudy opened 5 years ago

likestudy commented 5 years ago

Thanks a lot for this great project ! Some problems have arisen here : Problem 1 : After the first time when i run $ python server.py at the server computer , it shows 'Multi-Scale Temporal Relation Network Module in use ['8-frame relation', '7-frame relation', '6-frame relation', '5-frame relation', '4-frame relation', '3-frame relation', '2-frame relation']' . Then it takes about 10 minutes to show other information : **'Freezing BatchNorm2D except the first one. done

Problem 2 : After the server is start , i run $ python run_manual.py -s http://xx.xx.xx.xx:80 at my computer. I can start the recognition program with key 's' , but after the second ‘s’ there is no result. When I try to run 'run_frameDifferent.py' , I meet the same problem . Maybe there is something wrong with the way that I set this project ? Or I missed some important details ?

Any answer will help me a lot . Thank you very much !

govzhz commented 5 years ago

Console output looks fine. python server.py will initialization TRN model, if the opening time is too long, maybe the performance of the machine is not enough, I am not sure.

About no prediction results, you can check if the client log has an upload log like 'upload ...' , you can also check if the image is correctly uploaded in the server/frames directory on the server.

govzhz commented 5 years ago

The running TRN model mainly depends on the gpu memory（not ram）, please check if it is greater than 4g

likestudy commented 5 years ago

Thanks very much for your reply. 1、As I have a GPU with 11G memory, I think this problem may has little to do with the configuration of the hardware. 2、Sometimes there are pictures in this folder, but most of the time there are no pictures. I think this may have something to do with my network settings? For the network, the server run at 0.0.0.0:80 and my computer connect the server at IP_of_the_server_under_the_LAN:80. I will do more to solve this problem. Thanks again for your help.

Pan-zhaoyu commented 4 years ago

Thanks very much for your reply. 1、As I have a GPU with 11G memory, I think this problem may has little to do with the configuration of the hardware. 2、Sometimes there are pictures in this folder, but most of the time there are no pictures. I think this may have something to do with my network settings? For the network, the server run at 0.0.0.0:80 and my computer connect the server at IP_of_the_server_under_the_LAN:80. I will do more to solve this problem. Thanks again for your help.

hello, I noticed that you run this code successfully. Do you have the weight file which the author mentioned in the model file? if you have it, would you send it to me? THX!