Comments (2)
dvornikita
commented on July 24, 2024
Hi,
I agree that there is not so much difference in the sharpness of masks between x512 and x300 models. What you can try to do is to increase the capacity of the segmentation branch by adding more channels to layers, or maybe treat the finest-scale layer in a different way than the others. I haven't tried that but it sounds reasonable to me.
You also can always improve the sharpness by using CRF on top of the neural net output with some drop in FPS.
from blitznet.
revilokeb
commented on July 24, 2024
@dvornikita ok many thanks for your ideas. I will update this when I am getting improved results, for now I am closing.
from blitznet.
Related Issues (20)
- python demo.py --run_name=BlitzNet300_COCO+VOC07+12 --x4 --detect --segment --eval_min_conf=0.5 --ckpt=1 HOT 7
- files = glob(osp.join(self.folder, '*{}'.format(self.data_format))) HOT 1
- tensorflow.python.framework.errors_impl.NotFoundError: /home/cbl/PycharmProjects/blitznet-master/Datasets/voc07-trainval-segmentation; No such file or directory HOT 1
- python training.py --run_name=BlitzNet300_x4_VOC0712_detseg --dataset=voc07+12-segmentation --trunk=resnet50 --x4 --batch_size=32 --optimizer=adam --detect --segment --max_iterations=65000 --lr_decay 40000 50000 HOT 1
- without Preparation3 ,can I train ? HOT 2
- ModuleNotFoundError: No module named 'progressbar' HOT 1
- 1a
- true_number_of_negatives calculation HOT 4
- About the arguments in class feed_forward HOT 1
- Model download HOT 2
- Demo results HOT 2
- Test on MS COCO dataset based on trained checkpoint HOT 3
- Some illogical problems occurred during the detection process.
- How to train on cityscapes? HOT 2
- How to calculate each class of IoUοΌ HOT 4
- About MIoU result HOT 1
- Where is the deconvolution layers?
- Is there any other hidden settings or tricks for training HOT 4
- Pre-trained model and the interface HOT 1
- Download the pre-trained model
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
π 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. πππ
-
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 β€οΈ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from blitznet.