✨Pico-Banana-400K: A Large-Scale Dataset for Text-Guided Image Editing
📝 Summary:
Pico-Banana-400K is a new 400K-image dataset for text-guided image editing, built from real photos. It offers diverse edit types, high quality, and specialized subsets for multi-turn, preference-based, and long-short instruction editing, enabling comprehensive model development.
🔹 Publication Date: Published on Oct 22
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.19808
• PDF: https://arxiv.org/pdf/2510.19808
• Github: https://github.com/apple/pico-banana-400k
🔹 Models citing this paper:
• https://huggingface.co/eigen-ai-labs/eigen-banana-qwen-image-edit
==================================
For more data science resources:
✓ https://t.iss.one/DataScienceT
#ImageEditing #TextGuidedEditing #Dataset #ComputerVision #AI
📝 Summary:
Pico-Banana-400K is a new 400K-image dataset for text-guided image editing, built from real photos. It offers diverse edit types, high quality, and specialized subsets for multi-turn, preference-based, and long-short instruction editing, enabling comprehensive model development.
🔹 Publication Date: Published on Oct 22
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.19808
• PDF: https://arxiv.org/pdf/2510.19808
• Github: https://github.com/apple/pico-banana-400k
🔹 Models citing this paper:
• https://huggingface.co/eigen-ai-labs/eigen-banana-qwen-image-edit
==================================
For more data science resources:
✓ https://t.iss.one/DataScienceT
#ImageEditing #TextGuidedEditing #Dataset #ComputerVision #AI
✨ChronoEdit: Towards Temporal Reasoning for Image Editing and World Simulation
📝 Summary:
ChronoEdit ensures physical consistency in image editing by reframing it as a video generation problem. It uses pretrained video models and temporal reasoning tokens to imagine plausible physical transformations between edited images. This approach significantly improves realism and visual fideli...
🔹 Publication Date: Published on Oct 5
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.04290
• PDF: https://arxiv.org/pdf/2510.04290
• Project Page: https://research.nvidia.com/labs/toronto-ai/chronoedit
• Github: https://github.com/nv-tlabs/ChronoEdit
🔹 Models citing this paper:
• https://huggingface.co/nvidia/ChronoEdit-14B-Diffusers
• https://huggingface.co/vantagewithai/ChronoEdit-GGUF
• https://huggingface.co/vantagewithai/ChronoEdit-fp8-scaled
✨ Spaces citing this paper:
• https://huggingface.co/spaces/nvidia/ChronoEdit
• https://huggingface.co/spaces/JarlJarle/nvidia-ChronoEdit-14B-Diffusers
==================================
For more data science resources:
✓ https://t.iss.one/DataScienceT
#ImageEditing #VideoGeneration #TemporalReasoning #ComputerVision #AIResearch
📝 Summary:
ChronoEdit ensures physical consistency in image editing by reframing it as a video generation problem. It uses pretrained video models and temporal reasoning tokens to imagine plausible physical transformations between edited images. This approach significantly improves realism and visual fideli...
🔹 Publication Date: Published on Oct 5
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.04290
• PDF: https://arxiv.org/pdf/2510.04290
• Project Page: https://research.nvidia.com/labs/toronto-ai/chronoedit
• Github: https://github.com/nv-tlabs/ChronoEdit
🔹 Models citing this paper:
• https://huggingface.co/nvidia/ChronoEdit-14B-Diffusers
• https://huggingface.co/vantagewithai/ChronoEdit-GGUF
• https://huggingface.co/vantagewithai/ChronoEdit-fp8-scaled
✨ Spaces citing this paper:
• https://huggingface.co/spaces/nvidia/ChronoEdit
• https://huggingface.co/spaces/JarlJarle/nvidia-ChronoEdit-14B-Diffusers
==================================
For more data science resources:
✓ https://t.iss.one/DataScienceT
#ImageEditing #VideoGeneration #TemporalReasoning #ComputerVision #AIResearch
arXiv.org
ChronoEdit: Towards Temporal Reasoning for Image Editing and World...
Recent advances in large generative models have greatly enhanced both image editing and in-context image generation, yet a critical gap remains in ensuring physical consistency, where edited...
🤖🧠 Pico-Banana-400K: The Breakthrough Dataset Advancing Text-Guided Image Editing
🗓️ 09 Nov 2025
📚 AI News & Trends
Text-guided image editing has rapidly evolved with powerful multimodal models capable of transforming images using simple natural-language instructions. These models can change object colors, modify lighting, add accessories, adjust backgrounds or even convert real photographs into artistic styles. However, the progress of research has been limited by one crucial bottleneck: the lack of large-scale, high-quality, ...
#TextGuidedEditing #MultimodalAI #ImageEditing #AIResearch #ComputerVision #DeepLearning
🗓️ 09 Nov 2025
📚 AI News & Trends
Text-guided image editing has rapidly evolved with powerful multimodal models capable of transforming images using simple natural-language instructions. These models can change object colors, modify lighting, add accessories, adjust backgrounds or even convert real photographs into artistic styles. However, the progress of research has been limited by one crucial bottleneck: the lack of large-scale, high-quality, ...
#TextGuidedEditing #MultimodalAI #ImageEditing #AIResearch #ComputerVision #DeepLearning