search

tomasz-lewicki / ai-thermometer

Fever screening with IR & RGB cameras and Deep CNNs
148 stars 39 forks source link

Error occur in ai-thermometer!! Please Guide me to resolve this problem #33

Open Henery1 opened 3 years ago

Henery1 commented 3 years ago

File "main.py", line 13, in from rgb import RGBThread File "/home/thermal/ai-thermometer/rgb/init.py", line 1, in from .rgb_thread import File "/home/thermal/ai-thermometer/rgb/rgb_thread.py", line 8, in from .retinaface import RetinaFaceDetector File "/home/thermal/ai-thermometer/rgb/retinaface/init.py", line 1, in from .detector import File "/home/thermal/ai-thermometer/rgb/retinaface/detector.py", line 10, in from .models.retinaface import RetinaFace File "/home/thermal/ai-thermometer/rgb/retinaface/models/retinaface.py", line 5, in import torchvision.models.detection.backbone_utils as backbone_utils ModuleNotFoundError: No module named 'torchvision.models.detection'

tomasz-lewicki commented 3 years ago

Hi @Henery1

This looks like a mismatch between torchvision versions. It was likely caused by an issue in installation instructions. I'll look into this!

tomasz-lewicki commented 3 years ago

@Henery1

What version of torch and torchvision are you using? You can check that by inspecting the output of the following commands:

pip3 show torchvision
pip3 show torch
Henery1 commented 3 years ago

Hi @tomek-l ! First of all Thanks you very much for your kindly respond. I used for thermal-view with purethermal-2 break out board and FLIR Lepton 3.5 and pi-camera v-2.1 for RGB . Please Look at the torch and torchvision below: For Torch Name: torch Version: 1.8.0 Summary: Tensors and Dynamic neural networks in Python with strong GPU acceleration Home-page: https://pytorch.org/ Author: PyTorch Team Author-email: packages@pytorch.org License: BSD-3 Location: /home/thermal/.local/lib/python3.6/site-packages Requires: numpy, dataclasses, typing-extensions

For Torchvision Name: torchvision Version: 0.2.2.post3 Summary: image and video datasets and models for torch deep learning Home-page: https://github.com/pytorch/vision Author: PyTorch Core Team Author-email: soumith@pytorch.org License: BSD Location: /home/thermal/.local/lib/python3.6/site-packages Requires: six, pillow, numpy, torch

                                                                                            yours sincerely
                                                                                                     Henery T
Henery1 commented 3 years ago

Hi @tomek-l I got that kind of error. Please guide me to get RGB and IR frame display.

(488) isPipelinePlaying OpenCV | GStreamer warning: unable to query pipeline state [ WARN:1] global /tmp/build_opencv/opencv/modules/videoio/src/cap_gstreamer.cpp (1761) handleMessage OpenCV | GStreamer warning: Embedded video playback halted; module nvarguscamerasrc0 reported: TIMEOUT GST_ARGUS: Cleaning up Exception in thread Thread-1: Traceback (most recent call last): File "/usr/lib/python3.6/threading.py", line 916, in _bootstrap_inner self.run() File "/home/thermal/ai-thermometer/rgb/rgb_thread.py", line 38, in run frame_small = cv2.resize(self._frame, (400, 300)) cv2.error: OpenCV(4.4.0) /tmp/build_opencv/opencv/modules/imgproc/src/resize.cpp:3929: error: (-215:Assertion failed) !ssize.empty() in function 'resize'

(960, 0) Waiting for RGB frames Waiting for RGB frames Waiting for RGB frames Waiting for RGB frames Waiting for RGB frames Waiting for RGB frames

tomasz-lewicki commented 3 years ago

Hi @Henery1 , I'm glad you were able push it forward. Te second error is likely related to the gstreamer pipeline for RGB camera not having set up successfully.

  1. See if you can display camera 0 on the screen:

    gst-launch-1.0 nvarguscamerasrc sensor_id=0 ! 'video/x-raw(memory:NVMM),width=3264, height=2464, framerate=21/1, format=NV12' ! nvvidconv flip-method=2 ! 'video/x-raw,width=960, height=720' ! nvvidconv ! nvegltransform ! nveglglessink -e

    (or camera 1):

    gst-launch-1.0 nvarguscamerasrc sensor_id=1 ! 'video/x-raw(memory:NVMM),width=3264, height=2464, framerate=21/1, format=NV12' ! nvvidconv flip-method=2 ! 'video/x-raw,width=960, height=720' ! nvvidconv ! nvegltransform ! nveglglessink -e

  2. If these commands don't succeed, give this a try:

    sudo systemctl restart nvargus-daemon
Henery1 commented 3 years ago

Hi @tomek-l Everything is fine now and trying to upgrade to your program. At first I got an error in camera and tried to check the camera with this command ls /dev/video0. Anything have changed and got an error again, then try to install the video 4 linux utils with this command (sudo apt-get install v4l-utils) and then check video list (v4l2-ctl --list-devices). The output was fine. Thanks a lot for your kindly respond.

LXPWing commented 3 years ago

Hi @Henery1 What version of torch , torchvision and python are you using? I'm having a problem with the version

Henery1 commented 3 years ago

Hi Tomek-I!!! I want to get the Tavg data. But I don't know how can i get this Tavg data in your program. Where can i find the data set in your program? Thanks a lot!!! Waiting for your kindly reply.

Henery1 commented 3 years ago

Hi @Henery1 What version of torch , torchvision and python are you using? I'm having a problem with the version

I used Torch version 1.8.0 .