Giter VIP home page Giter VIP logo

fcos-tensorflow's Introduction

fcos-tensorflow's People

Contributors

stick-to avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar  avatar  avatar

fcos-tensorflow's Issues

Weight Load Issue

When I ran the code, it raised an error at line 'fcos .load_weight('./fcos/test-95778').
I wonder what file should I put under that path? is the 'weight' here means the pre-trained model? should I download a pre-trained model and if that what file type does it expect, like ckpt or pb?
Thanks!

Question about loss value

How much is the loss about when the model converges? I have trained for 69 epochs, but the loss doesn't seem to drop for a long time.
Thx!

evaluate

Is there any evaluate program for evaluating the training result?

issue on limit the range of bounding box regression

        if self.mode == 'train':
            total_loss = []
            # ground_truth [batch, num_box, ymin, ymax, xmin, xmax, classid]
            for i in range(self.batch_size):
                gt_i = self.ground_truth[i, ...]
                slice_index = tf.argmin(gt_i, axis=0)[0]
                gt_i = tf.gather(gt_i, tf.range(0, slice_index, dtype=tf.int64))
                gt_size = tf.sqrt(gt_i[..., 2] * gt_i[..., 3])
                g3 = tf.boolean_mask(gt_i, gt_size <= 64.)

#############
I found this part maybe different form origin paper. I dont't get the point of "slice_index".
For your implement, if gt_i contain just one bbox , “slice_index = tf.argmin(gt_i, axis=0)[0]” will be equal zero, so “gt_i ” in next line will gather nothing(for tf.range(0, 0)).
Or am I have some misunderstanding? THX

share the weights for VOC?

Dear author,thank you for sharing your reimplement of FCOS!
Can you share your trained weights on VOC ?

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo 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.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.