AI Image Colorization

What is deoldify.ai?

Deoldify.ai hosts DeOldify, an open-source deep learning model engineered by Jason Antic. This model specializes in colorizing and restoring old black and white images and videos. DeOldify employs a unique methodology termed NoGAN, which facilitates the generation of realistic and high-fidelity results. Users have the option to experiment with DeOldify at no cost via Google Colab, or access its most advanced iteration through MyHeritage.

How does deoldify.ai work?

Deoldify.ai utilizes DeOldify, a deep learning model designed for colorizing and restoring old black and white images and videos. Employing a technique called NoGAN, DeOldify merges the strengths of generative adversarial networks (GANs) and traditional methods. It comprises a generator responsible for adding color to images and a critic tasked with evaluating colorization quality. The training process involves separate training of the generator and the critic followed by joint training to minimize training time and instability typical in GAN training. DeOldify offers three versions: artistic, stable, and video, each with distinct trade-offs balancing quality, speed, and accuracy.

How accurate is deoldify.ai?

DeOldify, while capable of colorizing and restoring old black and white images and videos, encounters several challenges and limitations:

1. Ambiguity in Colorization: Colorization poses inherent ambiguity since various colors can share the same grayscale value. DeOldify must make educated guesses about the most probable colors based on contextual clues and its training data, which can lead to inaccuracies.

2. Reliance on Black and White Dataset: DeOldify heavily depends on a sizable dataset of black and white images derived from colored originals. Consequently, it may struggle to generalize well to images originally captured in black and white, such as historical photos. Moreover, it might inherit biases and errors from the dataset, including incorrect or inconsistent colors.

3. Version Trade-offs: DeOldify offers three versions—artistic, stable, and video—each with distinct trade-offs in quality, speed, and accuracy. The artistic version tends to produce vibrant and captivating colors but may introduce more glitches and artifacts. Conversely, the stable version aims to minimize glitches but might result in duller and less realistic colors. The video version prioritizes smooth and consistent frames but may sacrifice some details and sharpness in the process.

How much does deoldify.ai cost?

Deoldify.ai presents DeOldify, an open-source deep learning model adept at colorizing and restoring old black and white images and videos. The cost of using Deoldify.ai varies based on the version and platform selected:

1. Google Colab: Users can experiment with DeOldify for free via Google Colab, a cloud service enabling code execution within a web browser. However, this option may entail limitations regarding speed, quality, and stability.

2. MyHeritage: The most advanced version of DeOldify is accessible on MyHeritage, a genealogy platform facilitating photo colorization and enhancement. Subscriptions start from $4.99 per month, with a 14-day free trial option available.

3. Self-Hosting: For users possessing technical proficiency and hardware resources, DeOldify can be run on personal machines. The code and pretrained models can be downloaded from GitHub, with setup instructions provided. This option is free but may pose challenges for some users.

4. DeepAI: DeOldify is also available on DeepAI, an online platform offering diverse AI services. Users can upload images or videos, or provide URLs to receive colorized results. This option incurs a cost of $4.99 per month or $0.01 per API call.

What are the benefits of deoldify.ai?

Deoldify.ai, a platform featuring DeOldify, an open-source deep learning model, offers various benefits:

1. Revitalize Old Memories: With DeOldify, users can infuse color into their vintage photos and videos, rejuvenating them for a fresh viewing experience.

2. Share and Explore Heritage: Colorized photos and videos can be shared with family and friends, fostering a deeper connection to one's history and lineage.

3. Discover Technology: Users can delve into the technology and methodologies underpinning DeOldify, exploring the realms of deep learning and artificial intelligence.

4. Diverse Usage Options: DeOldify.ai offers flexibility by providing different platforms and options for utilizing DeOldify, catering to individual needs and preferences.

5. Immersive Historical Experience: Through Deoldify.ai, users can engage in a captivating journey through time, experiencing the past in vibrant color in the present.