I am running YOLO v3 on Jetson Xavier, I am using python and OpenCV DNN module for inferencing, and it is pretty slow and seems as if it is not effective for my application. So I am looking for another detection model that can run in a real-time manner on Xaviar. It has to have reasonable accuracy, so I do not consider running YOLO-tiny. Any suggestion Please? What model is capable of running real-time in a Xaviar device?
Xaviar does not process in real time? How do I improve it?
100 Views Asked by nikki At
0
There are 0 best solutions below
Related Questions in PYTHON
- new thread blocks main thread
- Extracting viewCount & SubscriberCount from YouTube API V3 for a given channel, where channelID does not equal userID
- Display images on Django Template Site
- Difference between list() and dict() with generators
- How can I serialize a numpy array while preserving matrix dimensions?
- Protractor did not run properly when using browser.wait, msg: "Wait timed out after XXXms"
- Why is my program adding int as string (4+7 = 47)?
- store numpy array in mysql
- how to omit the less frequent words from a dictionary in python?
- Update a text file with ( new words+ \n ) after the words is appended into a list
- python how to write list of lists to file
- Removing URL features from tokens in NLTK
- Optimizing for Social Leaderboards
- Python : Get size of string in bytes
- What is the code of the sorted function?
Related Questions in OBJECT-DETECTION
- Applying homography on non planar surface
- Get depth distance from an object
- OpenCV HOG+SVM: assertion failed checkDetectorSize()
- Data Augmentation for Object Detection using Deep Learning
- is Faster RCNN rotation invariant?
- Find an image inside of a video using python
- AttributeError: 'builtin_function_or_method' object has no attribute 'detectMultiScale'
- Image preprocessing in deep learning
- Why Yolo_9000 use only local image information?
- Error while detecting Face and Eye using OpenCV (Haar Cascade Object Detection)
- What is best Real Time algorithms for image segmentation and object detection (indoor environment)?
- Identifying moving objects using optical flow
- OpenCV Haar Classifier Killed
- Head detection using HOG and SVM
- What can I detect with the haar classifier?
Related Questions in NVIDIA-JETSON
- GPIO Permission issue Nvidia Jetson AGX Xavier
- open cv shows green screen on jetson nano
- psplash-write does not work when psplash is started from the init script (PID=1)
- minicom throwing an error minicom: cannot open /dev/modem: No such file or directory
- Tensorflow uses CPU instead of GPU
- OSError: libcurand.so.10: cannot open shared object file: No such file or directory
- exec /usr/bin/bash: exec format error when 'docker run' an image on aarch64 host after 'docker buildx'
- Jetson Nano: Mounting NFS drives at Boot
- RTSP video feed and recording video with Gstreamer and Nvidia AGX Orin
- how to enable CUDA in ZED Orin Box
- Target "camera_models" links to target "CUDA::cublas" but the target was not found
- Undefined symbol: __libc_single_threaded on Jetson nano using tensorflow lite
- error: (-217:Gpu API call) unspecified launch failure in function 'HarrisResponses_gpu'
- Capture a video stream from rtsp camera and write it to a file
- gst-play-1.0, gst-launch-1.0 unable to display RTSP stream
Related Questions in NVIDIA-JETSON-NANO
- Jetson nano with AMG8833 through GPIO always get Remote I/O error
- FMUException: Error loading the binary. Could not load the FMU binary
- How to convert a U-Net segmentation model to TensorRT on NVIDIA Jetson Nano ? (process killed error)
- Lepton 3.5 thermal camera image quality issue [running on Jetson Nano]
- Jupyter Password Not Hashed
- Bash Script Keeps Logging Data After Application Stops Running
- Tensorflow saved_model loading issue in version 2.7
- Undefined symbol: __libc_single_threaded on Jetson nano using tensorflow lite
- Error with jetson-io.py and Python3-curses on Jetson Nano
- Having trouble with accessing gpu of jetson nano for yolov8
- How to Run FasterSeg on Jetson Nano
- Object Detection with TensorFlow Lite on jetson nano
- Installation of Ultralytics and Yolov5 over Jetson Nano board (Jetpack 4.6.4).)
- How to remote access Jetson Nano Orin running Ubuntu via VNC?
- how to get the gps data from a jetson nano?
Related Questions in JETSON-XAVIER
- ScatterND Plugin not found while converting onnx into tensorrt model
- GPIO Permission issue Nvidia Jetson AGX Xavier
- gst-play-1.0, gst-launch-1.0 unable to display RTSP stream
- Xaviar does not process in real time? How do I improve it?
- error: (-5:Bad argument) CAP_IMAGES: can't find starting number (in the name of file): in function 'cv::icvExtractPattern'
- CPU and GPU Stress test for Nvidia Jetson Xavier (Ubuntu 18.04, Jetpack 4.6)
- Where does cuda-repo-cross-<identifier>-all.deb come from?
- tensorflow segmentation fault in Nvidia Xavier Jetson when trying to load model with memory growth enabled
- Cannot capture video using OpenCV in python in Jetson Xavier
- YOLOv4 on tensorRT INVALID_ARGUMENT: Cannot find binding of given name: nmsed_classes
- Is there a way to know the options with which OpenCV was installed?
- Building Tensorflow on Jetson Xavier fails to find CUDA
- How to handle OOM(out of memory) issue when using tensorflow?
- syncronizing frame capture with imu sensors
- 'xavier_initializer' not supported, please update TensorFlow
Trending Questions
- UIImageView Frame Doesn't Reflect Constraints
- Is it possible to use adb commands to click on a view by finding its ID?
- How to create a new web character symbol recognizable by html/javascript?
- Why isn't my CSS3 animation smooth in Google Chrome (but very smooth on other browsers)?
- Heap Gives Page Fault
- Connect ffmpeg to Visual Studio 2008
- Both Object- and ValueAnimator jumps when Duration is set above API LvL 24
- How to avoid default initialization of objects in std::vector?
- second argument of the command line arguments in a format other than char** argv or char* argv[]
- How to improve efficiency of algorithm which generates next lexicographic permutation?
- Navigating to the another actvity app getting crash in android
- How to read the particular message format in android and store in sqlite database?
- Resetting inventory status after order is cancelled
- Efficiently compute powers of X in SSE/AVX
- Insert into an external database using ajax and php : POST 500 (Internal Server Error)
Popular Questions
- How do I undo the most recent local commits in Git?
- How can I remove a specific item from an array in JavaScript?
- How do I delete a Git branch locally and remotely?
- Find all files containing a specific text (string) on Linux?
- How do I revert a Git repository to a previous commit?
- How do I create an HTML button that acts like a link?
- How do I check out a remote Git branch?
- How do I force "git pull" to overwrite local files?
- How do I list all files of a directory?
- How to check whether a string contains a substring in JavaScript?
- How do I redirect to another webpage?
- How can I iterate over rows in a Pandas DataFrame?
- How do I convert a String to an int in Java?
- Does Python have a string 'contains' substring method?
- How do I check if a string contains a specific word?