Datature
Roboflow
Colornet
Computer Vision Annotation Tool (CVAT)
Label Studio
DALL-E
T-Rex Label
LumiGap
Git
GitHub
VS Code
Mercurial SCM
Apache Subversion
GitKraken
GitHub Desktop
Azure DevOps
Datature GitBased on our record, Git seems to be a lot more popular than Datature. While we know about 319 links to Git, we've tracked only 7 mentions of Datature. 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.
Of course, you can write your own code, in that case, think of it as an interactive matplotlib then! Also, it helps to mention we run a startup Datature, that is a no-code MLOps platform, hence explaining why we are focusing on removing the coding portion of this process :P. Source: about 5 years ago
A while ago, we announced here that we built Datature and a bunch of users gave feedback and even built MaskRCNN models on our platform! However, we were sending collab updates back and forth - it was a mess. Hence we made Portal for any TensorFlow users to load TF2.0 models (any models off TF2 Model Hub works) and inspect your model visually on your dataset. Source: about 5 years ago
If you'd like to train a tensorflow object detection model, you can check out https://datature.io - theres about 30 different models you can select from and you can add augmentation to your pipeline. Source: over 5 years ago
If you will be training an object detection model at the end, you can check out https://datature.io - you can annotate your data in browser (no installation) and train an object detection model + deploy when you are done for free! Source: over 5 years ago
Feel free to try it out at https://datature.io - additionally, we are always looking out for feedback and feature requests. We are working more MLOps feature to support teams, so let us know of your thoughts :). Source: over 5 years ago
One last source of confusion worth clearing up. Git is the version control system itself, the underlying technology that does the change-tracking. GitHub is one popular place to host projects that use Git, and it is not the only one. GitLab and Bitbucket do much the same job. A beginner does not need to evaluate all three. Picking the one a tutorial or a friend already uses is a fine way to start because... - Source: dev.to / 2 months ago
Use Git or a feature registry to track all changes. Versioned feature pipelines support reproducibility across both training and production. - Source: dev.to / 3 months ago
The Git is the standard version control system in modern software development. With the ability to track changes and facilitate collaboration between teams, Git allows different versions of the source code to coexist, enabling parallel work and code maintenance. - Source: dev.to / 3 months ago
Check the official website: https://git-scm.com/. - Source: dev.to / 3 months ago
For complex codebases, a structured Markdown document organized by module works well as a starting point - it is human-readable and can be committed to version control alongside the code. For very large codebases, Git-tracked JSON or YAML dependency files, potentially visualized with a tool like Mermaid (available through GitHub), make the relationships searchable and interactive. - Source: dev.to / 3 months ago
Roboflow - Eliminating your boilerplate computer vision code
GitHub - Originally founded as a project to simplify sharing code, GitHub has grown into an application used by over a million people to store over two million code repositories, making GitHub the largest code host in the world.
Colornet - Neural Network to colorize grayscale images
VS Code - Build and debug modern web and cloud applications, by Microsoft
Computer Vision Annotation Tool (CVAT) - Powerful and efficient Computer Vision Annotation Tool (CVAT) - opencv/cvat
Mercurial SCM - Mercurial is a free, distributed source control management tool.