vision-camera-realtime-object-detection
VisionCamera Frame Processor Plugin to detect objects using TensorFlow Lite Task Vision (by jaroslawkrol)
saliency
Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more). (by PAIR-code)
| vision-camera-realtime-object-detection | saliency | |
|---|---|---|
| 1 | 4 | |
| 92 | 931 | |
| - | 0.5% | |
| 4.4 | 3.6 | |
| about 1 year ago | about 2 months ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT License | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
vision-camera-realtime-object-detection
Posts with mentions or reviews of vision-camera-realtime-object-detection.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-09.
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This Week In React-Native #137: Expo Code Elimination, Monorepo, Hermes, Chain React, EAS, Skia, Expo Router, VisionCamera, React-Native-Graph
📦 VisionCamera Realtime Object Detection with TensorFlow Lite - demo
saliency
Posts with mentions or reviews of saliency.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-01-18.
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[D] Is the math in Integrated gradients (4K citations) wrong?
Found relevant code at https://github.com/PAIR-code/saliency + all code implementations here
- How to display which parts of a single image a Keras model found to be the most significant when making a prediction?
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Gradients of model output layer and intermediate layer wrt inputs
I’m trying to visualize model layer outputs using the saliency core package package on a simple conv net. This requires me to compute the gradients of the model output layer and intermediate convolutional layer output w.r.t the input. I’ve attempted to do this in the last code block, but I run into the error
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A Visual History of Interpretation for Image Recognition
[2]: https://github.com/PAIR-code/saliency
What are some alternatives?
When comparing vision-camera-realtime-object-detection and saliency you can also consider the following projects:
hermes - A JavaScript engine optimized for running React Native.
gradio - Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
coral-pi-rest-server - Perform inferencing of tensorflow-lite models on an RPi with acceleration from Coral USB stick
yolov3-tf2 - YoloV3 Implemented in Tensorflow 2.0
auto_annotate - Labeling is boring. Use this tool to speed up your next object detection project!
EfficientWord-Net - OneShot Learning-based hotword detection.