raghakot/keras-resnet

Incorporate into keras models repository

Open

#20 opened on Dec 15, 2016

View on GitHub
 (12 comments) (0 reactions) (0 assignees)Python (1,382 stars) (620 forks)batch import
help wanted

Description

Would you be interested to get this into the keras models repository? https://github.com/fchollet/deep-learning-models

I might be able to help with modifying the class to match the others appropriately.

Contributor guide

Tech stack
pythontensorflow
Domain
machine learningai
Issue type
feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-3 hours
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
stale
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
mostly clear
Prerequisites
Understanding of Keras APIFamiliarity with deep learning model structure
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
30
Research direction
Explore the keras models repository at https://github.com/fchollet/deep learning models to understand the structure of existing model classes. Examine the current ResNet class in this repository and identify differences. Modify the class to conform to the patterns used in keras models, possibly by adjusting inheritance, method signatures, or weight loading. Review the 12 comments on this issue for any additional guidance or maintainer feedback.