Software Alternatives, Accelerators & Startups

Keras VS Trakt.tv

Compare Keras VS Trakt.tv and see what are their differences

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Keras logo Keras

Keras is a minimalist, modular neural networks library, written in Python and capable of running on top of either TensorFlow or Theano.

Trakt.tv logo Trakt.tv

Automatically track TV shows & movies you're watching.
  • Keras Landing page
    Landing page //
    2023-10-16
  • Trakt.tv Landing page
    Landing page //
    2023-07-24

Keras features and specs

  • User-Friendly
    Keras provides a simple and intuitive interface, making it easy for beginners to start building and training models without needing extensive experience in deep learning.
  • Modularity
    Keras follows a modular design, allowing users to easily plug in different neural network components, such as layers, activation functions, and optimizers, to create complex models.
  • Pre-trained Models
    Keras includes a wide range of pre-trained models and offers easy integration with transfer learning techniques, reducing the time required to achieve good results on new tasks.
  • Integration with TensorFlow
    As part of TensorFlow’s ecosystem, Keras provides deep integration with TensorFlow functionalities, enabling users to leverage TensorFlow's powerful features and performance optimizations.
  • Extensive Documentation
    Keras has comprehensive and well-organized documentation, along with numerous tutorials and code examples, making it easier for developers to learn and use the framework.
  • Community Support
    Keras benefits from a large and active community, which provides support through forums, GitHub, and specialized user groups, facilitating the resolution of issues and sharing of best practices.

Possible disadvantages of Keras

  • Performance Limitations
    Due to its high-level abstraction, Keras may incur performance overheads, making it less suitable for scenarios requiring extremely fast execution and low-level optimizations.
  • Limited Low-Level Control
    The simplicity and abstraction of Keras can be a downside for advanced users who need fine-grained control over model components and custom operations, which may require them to resort to lower-level frameworks.
  • Scalability Issues
    In some complex applications and large-scale deployments, Keras might face scalability challenges, where more specialized or low-level frameworks could handle such tasks more efficiently.
  • Dependency on TensorFlow
    While the integration with TensorFlow is generally an advantage, it also means that the performance and features of Keras are closely tied to the development and updates of TensorFlow.
  • Lagging Behind Latest Research
    Keras, being a user-friendly high-level API, might not always incorporate the latest cutting-edge research advancements in deep learning as quickly as more research-oriented frameworks.

Trakt.tv features and specs

  • Comprehensive Tracking
    Trakt.tv offers a robust platform for tracking TV shows and movies. Users can keep detailed records of what they've watched, plan future viewings, and keep track of their progress across different series and films.
  • Automatic Scrobbling
    Trakt integrates with various media centers and streaming services to automatically scrobble and track the media you consume, making it a seamless experience for users.
  • Social Features
    The platform includes social features such as activity feeds, user profiles, and the ability to follow other users, fostering a community aspect.
  • Personalized Recommendations
    Based on your watching habits and ratings, Trakt provides personalized recommendations to help you discover new content.
  • Calendar Integration
    Trakt offers calendar features that help you keep track of upcoming episodes and movie releases, ensuring that you never miss out on new content.

Possible disadvantages of Trakt.tv

  • Subscription Cost
    While Trakt offers free services, some advanced features like custom lists, VIP badges, and additional privacy options require a subscription to Trakt VIP.
  • Data Privacy
    Users need to share personal watching habits with the platform, which could raise privacy concerns for some individuals.
  • Integration Complexities
    Although Trakt integrates with many services, setting up and troubleshooting issues with these integrations can be complicated for less tech-savvy users.
  • Occasional Sync Issues
    Some users report occasional problems with syncing their watch history between Trakt and other services, which can be frustrating.
  • Limited Content Availability
    Trakt itself does not provide media content and is only a tracking tool. Users may need subscriptions to multiple streaming services to access their tracked content.

Analysis of Keras

Overall verdict

  • Keras is a solid choice for deep learning projects, offering simplicity and flexibility without sacrificing performance. It is well-suited for educational purposes, research, and even deploying models in production environments.

Why this product is good

  • Keras is widely regarded as a good deep learning library because it provides a user-friendly API that allows for easy and fast prototyping of neural networks. It is built on top of other libraries like TensorFlow, making it robust and efficient for both beginners and experienced developers. Its modularity, extensibility, and compatibility with other tools and libraries make it a popular choice for developing deep learning models.

Recommended for

  • Beginners who are new to deep learning
  • Researchers looking for an easy-to-use platform for prototyping models
  • Developers working on projects that require quick experimentation and development
  • Individuals and companies deploying models into production environments

Keras videos

3. Deep Learning Tutorial (Tensorflow2.0, Keras & Python) - Movie Review Classification

More videos:

  • Review - Movie Review Classifier in Keras | Deep Learning | Binary Classifier
  • Review - EKOR KERAS!! Review and Bike Check DARTMOOR HORNET 2018 // MTB Indonesia

Trakt.tv videos

How To Get And Use Trakt.tv From Start To Finish (Signup , Use Website , Use In Kodi)

Category Popularity

0-100% (relative to Keras and Trakt.tv)
Data Science And Machine Learning
Movie Reviews
0 0%
100% 100
Data Science Tools
100 100%
0% 0
Movies
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Keras and Trakt.tv

Keras Reviews

10 Python Libraries for Computer Vision
TensorFlow and Keras are widely used libraries for machine learning, but they also offer excellent support for computer vision tasks. TensorFlow provides pre-trained models like Inception and ResNet for image classification, while Keras simplifies the process of building, training, and evaluating deep learning models.
Source: clouddevs.com
25 Python Frameworks to Master
Keras is a high-level deep-learning framework capable of running on top of TensorFlow, Theano, and CNTK. It was developed by François Chollet in 2015 and is designed to provide a simple and user-friendly interface for building and training deep learning models.
Source: kinsta.com
15 data science tools to consider using in 2021
Keras is a programming interface that enables data scientists to more easily access and use the TensorFlow machine learning platform. It's an open source deep learning API and framework written in Python that runs on top of TensorFlow and is now integrated into that platform. Keras previously supported multiple back ends but was tied exclusively to TensorFlow starting with...

Trakt.tv Reviews

Best Movie Tracking Apps That Sync with Trakt on Android
Although Trakt does not have native app support, you can still use the website as an app. On your Android device, open Trakt website In Chrome browser, then click the More button (three dots), then click “ Add to home screen. Your browser will add a shortcut to the website on your home screen. To quickly access the website, simply tap the Trakt icon on the home screen, and...

Social recommendations and mentions

Based on our record, Trakt.tv should be more popular than Keras. It has been mentiond 247 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Keras mentions (35)

  • Top Programming Languages for AI Development in 2025
    The unchallenged leader in AI development is still Python. And Keras, and robust community support. - Source: dev.to / about 1 month ago
  • Top 8 OpenSource Tools for AI Startups
    If you need simplicity, Keras is a great high-level API built on top of TensorFlow. It lets you quickly prototype neural networks without worrying about low-level implementations. Keras is perfect for getting those first models up and running—an essential part of the startup hustle. - Source: dev.to / 7 months ago
  • Top 5 Production-Ready Open Source AI Libraries for Engineering Teams
    At its heart is TensorFlow Core, which provides low-level APIs for building custom models and performing computations using tensors (multi-dimensional arrays). It has a high-level API, Keras, which simplifies the process of building machine learning models. It also has a large community, where you can share ideas, contribute, and get help if you are stuck. - Source: dev.to / 8 months ago
  • Using Google Magika to build an AI-powered file type detector
    The core model architecture for Magika was implemented using Keras, a popular open source deep learning framework that enables Google researchers to experiment quickly with new models. - Source: dev.to / 12 months ago
  • My Favorite DevTools to Build AI/ML Applications!
    As a beginner, I was looking for something simple and flexible for developing deep learning models and that is when I found Keras. Many AI/ML professionals appreciate Keras for its simplicity and efficiency in prototyping and developing deep learning models, making it a preferred choice, especially for beginners and for projects requiring rapid development. - Source: dev.to / about 1 year ago
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Trakt.tv mentions (247)

  • Why do people still use Kodi?
    Kodi + trakt.tv. And my movie collection looks better than Netflix. Also, I have more content than Netflix. Trakt helps to organize it. I used to use Kodi plugins but now it`s too much hassle. Source: over 1 year ago
  • IMDB Trakt Watchlist/Rating Syncer Tool (sync both ways)
    I spent some time working on this tool called IMDB-Trakt-Syncer which syncs user watchlist, ratings and comments for Movies, TV Shows and Episodes both ways between IMDB and Trakt. Also syncs episode ratings. You can use this script alongside PlexTraktSync and TMDB-Trakt-Syncer to get your ratings syncs across all 4 platforms! It should work on any OS. The project's Github repository and source code can be found... Source: over 1 year ago
  • Jellyfin Synchronization
    Good afternoon everyone!! I am a long time browser/reader of the all mighty reddit but this is my very first post. I very recently learned about trakt.tv and best I can tell it is great. I am in search of some information as to how to get Jellyfin Media Server to synchronize with the site. I installed the plug-in and authorized the device using the provided link but the browser never redirected. Thanks in... Source: over 1 year ago
  • I built a free website to follow filmmakers, their work and news about them: movienerd.tv
    No movie site / app I am aware of gives you the opportunity to follow filmmakers. And that's a pity - both for movie lovers as myself and for filmmakers as yourself, who e.g. Want to keep track of their colleagues' work. That's why I built movienerd. And in its core it's basically that: you follow filmmakers and get a personalized feed of their past and upcoming releases. I use the database of themoviedb (as... Source: almost 2 years ago
  • Showly, keep track of your tv shows.
    This is a personal proyect, in no way to compete with trakt.tv, but a friend of mine have the same issues than me with their interface and I thought, maybe other people also... Source: almost 2 years ago
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What are some alternatives?

When comparing Keras and Trakt.tv, you can also consider the following products

TensorFlow - TensorFlow is an open-source machine learning framework designed and published by Google. It tracks data flow graphs over time. Nodes in the data flow graphs represent machine learning algorithms. Read more about TensorFlow.

Simkl - Simkl is a TV, anime, and movie tracker that keeps a history of all the shows and movies you watch in one, central location. It’s a mobile app, a website, Google Chrome extension to keep track of everything you watch and integrates with many TV apps

PyTorch - Open source deep learning platform that provides a seamless path from research prototyping to...

Reelgood - Every streaming service in one place, from over 300 free and paid streaming services. Browse, track and watch all your TV shows and movies from one place.

Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

Letterboxd - Letterboxd is a social site for sharing your taste in film, now in public beta.