Location History:
- Thane, IN (2019)
- Los Angeles, CA (US) (2023)
Company Filing History:
Years Active: 2019-2025
Title: Debraj Basu: Innovator in Image Transformation and Classifier Performance
Introduction
Debraj Basu is a prominent inventor based in Los Angeles, CA. He has made significant contributions to the fields of image processing and machine learning. With a total of 6 patents to his name, Basu continues to push the boundaries of technology through his innovative ideas.
Latest Patents
One of Basu's latest patents is titled "Mask conditioned image transformation based on a text prompt." This invention describes an image transformation system that receives an input image and a text prompt. The system utilizes a generator network to edit the input image based on the text prompt. The generator network consists of multiple layers that perform specific edits. Additionally, a plurality of masks are generated based on the text prompt, defining local edit regions of the input image for the respective layers of the generator network. Ultimately, the generator network produces an edited image by applying the masks and respective edits according to the text prompt.
Another notable patent is "Quantifying and improving the performance of computation-based classifiers." This invention outlines enhanced methods for improving classifier performance. The process begins with accessing a ground-truth labeled dataset. A classifier predicts labels for the dataset's datapoints, and a confusion matrix is generated. A credibility interval is determined for each label's performance metric. The invention identifies labels with large credibility intervals and those likely to be confused in predictions. The classifier is then updated based on a new aggregated label, improving its predictive accuracy.
Career Highlights
Debraj Basu is currently employed at Adobe, Inc., where he applies his expertise in image processing and machine learning. His work at Adobe has allowed him to develop innovative solutions that enhance user experiences and improve technology.
Collaborations
Basu collaborates with talented individuals such as Deepak Pai and Shankar Venkitachalam. These collaborations foster a creative environment that leads to groundbreaking innovations.
Conclusion
Debraj Basu is a remarkable inventor whose work in image transformation and classifier performance has made a significant impact in technology. His contributions continue to inspire advancements in the field.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.