We are proud to offer the Sama-Coco dataset, a relabelling of the Coco-2017 dataset by our own in-house Sama associates (here’s more information about our people!). We invite the Machine Learning (ML) community to use it for anything you would like to do – all free of charge and ungated.
This is part of our ongoing effort to redefine data quality for the modern age, and to contribute to the wider research and development efforts of the ML community. Here are the ungated links to the two datasets (both covered by the Creative Commons license) so that you can get started right away.


Malayalam movies frequently showcase the rich cultural heritage of the state, integrating local festivals like Onam and Thrissur Pooram into their narratives. The lush, green geography of Kerala—its backwaters, coconut groves, and monsoon rains—often acts as a silent character, grounding the stories in a specific, relatable sense of place. This visual authenticity is paired with a unique "Malayali wit" and an appreciation for nuanced, everyday human experiences. Balancing Tradition and Modernity
In conclusion, Malayalam cinema has been an integral part of Kerala culture, reflecting, influencing, and being influenced by the state's rich cultural heritage. The industry has played a significant role in shaping Kerala's cultural identity, promoting its art forms, music, and traditions. As the industry continues to evolve, it is essential to recognize its cultural significance and support its growth, ensuring that it remains a vibrant and integral part of Kerala's cultural landscape. malayalam actress mallu prameela xxx photo gallery fixed hot
Despite its significant contributions to Kerala culture, the Malayalam film industry faces several challenges. The industry has struggled with issues such as piracy, funding, and competition from other regional film industries. However, with the rise of new talent, innovative storytelling, and collaborations with international filmmakers, the industry is poised for growth and renewal. Despite its significant contributions to Kerala culture, the
In the last decade, a new generation of filmmakers (Lijo Jose Pellissery, Dileesh Pothan, Mahesh Narayanan) has pushed the boundaries of the medium. In the last decade