Comments (4)
qqwweee
commented on September 7, 2024
I did a test roughly, and the time to detect one image is almost the same.
The revision does not increase the calculation. Check the input size of preprocessed image and see if two versions have difference.
from keras-yolo3.
lukszamarcin
commented on September 7, 2024
Hi qqwweee, nice work!
I'm wondering what frame rate do you get? When I run this repo I cannot get anywhere close to the performance of original implementation of YOLOv3. Is it even possible to reach similar speed with keras?
from keras-yolo3.
qqwweee
commented on September 7, 2024
I am working on GPU Tesla K40m. The original C version runs at 0.1s per image, the keras version 0.2s.
C is faster than Python (tensorflow or keras). But I do not know how big this gap is, and how to narrow the gap.
from keras-yolo3.
tanakataiki
commented on September 7, 2024
@qqwweee @xxmarl
Actually yolo_vide.py capture image via opencv an conver cv2 to PILonce the detection is done, then convert PIL to cv2. This work reduce a frame rate a bit, but not so much.
This is not the ideal solution but the easiest way to speed up is to change BICUBIC to LINEAR ( resizing method)
from keras-yolo3.
Related Issues (20)
- AttributeError: 'str' object has no attribute 'decode' HOT 3
- ImportError: cannot import name 'get_config' from 'tensorflow.python.eager.context'？？
- How can I convert a keras model to yolov3 .weights file?
- How do you test model on data? HOT 1
- > 你好，我训练自己的数据集，win10+navida 3090+python3.6；执行train.py后，loss一直是nan，如何解决？请教指导，谢谢。
- width and height are resized to 416x416
- evaluate Model
- "Gradients do not exist" Warning
- "Epoch 00091:early stopping"It stops automatically when we get to step 90 HOT 1
- Does the model itself resize the image?
- low fps and no bounding box on Tensorflow 2 HOT 5
- AttributeError: 'str' object has no attribute 'decode' HOT 2
- how to use cudnn 7.1.4 ? HOT 2
- why the 2nd element of the yield in data_generator is of size equal to batch_size? HOT 1
- Training HOT 3
- Error when Data augmentation removed! Need help
- Questions about train model
- Adding metrics to the model HOT 1
- Error in loading annotaion labels while training HOT 1
- Encoding H264 not recognise after building open opencv manually
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from keras-yolo3.