yolov7-pose-estimation
ONNX-YOLOv7-Object-Detection
yolov7-pose-estimation | ONNX-YOLOv7-Object-Detection | |
---|---|---|
1 | 2 | |
323 | 182 | |
- | - | |
0.0 | 0.0 | |
9 months ago | about 1 year ago | |
Python | Python | |
GNU General Public License v3.0 only | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
yolov7-pose-estimation
ONNX-YOLOv7-Object-Detection
-
[D] Extracting the class labels and bounding boxes for objects, from a YOLO7 model after converting to an ONNX model
Finally, I tried to look if someone has done similar work for the ONNX model and I found this repo which links the same repo I am trying to use, and I believe this function is doing exactly what I want to do, but I could not understand what it is doing (I don't understand how it knows exactly where the number of detections is, and where the bounding boxes are and the class labels, etc.) furthermore, I am not sure if removing end2end and the changing the version from 12 to 9 has any effect on the output shape or it has to do with the internal layers.
-
YOLOv7 object detection in Ruby in 10 minutes
git clone https://github.com/ibaiGorordo/ONNX-YOLOv7-Object-Detection.git cd ONNX-YOLOv7-Object-Detection pip install -r requirements.txt
What are some alternatives?
optical.flow.demo - A project that uses optical flow and machine learning to detect aimhacking in video clips.
onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
SmoothStream - Webcam, PiCamera streaming over the network with Python made easy.
netron - Visualizer for neural network, deep learning and machine learning models
yolov7-object-tracking - YOLOv7 Object Tracking Using PyTorch, OpenCV and Sort Tracking
onnxruntime-ruby - Run ONNX models in Ruby
CSI-Camera - Simple example of using a CSI-Camera (like the Raspberry Pi Version 2 camera) with the NVIDIA Jetson Developer Kit
models - A collection of pre-trained, state-of-the-art models in the ONNX format
AS-One - Easy & Modular Computer Vision Detectors and Trackers - Run YOLO-NAS,v8,v7,v6,v5,R,X in under 20 lines of code.
blink-morse - Computer vision application to type based on detection of eyes blinking morse code.
play-game-with-computer-vision - A simple python bot (powered by computer vision) used to play a game (City Island 5). The bot is able to play the game and collect points without any human intervention.