Enhancing Long-Tailed Segmentation with Gradient Cache and BSGAL Post date November 19, 2025 Post author By Instancing Post categories In bsgal, bsgal-algorithm, deep-learning, generated-data-filtering, generative-active-learning, gradient-cache, instance-segmentation, long-tailed-segmentation
Enhancing Long-Tailed Segmentation with Gradient Cache and BSGAL Post date November 19, 2025 Post author By Instancing Post categories In bsgal, bsgal-algorithm, deep-learning, generated-data-filtering, generative-active-learning, gradient-cache, instance-segmentation, long-tailed-segmentation
DiverGen Proves AI Models Learn Better with Variety Post date November 12, 2025 Post author By Instancing Post categories In data-diversity, data-scaling, deepfloyd-if, diffusion-models, divergen-implementation, generative-data-augmentation, instance-segmentation, long-tail-recognition
The Impact of Generative Data Diversity on AI Accuracy Post date November 12, 2025 Post author By Instancing Post categories In category-diversity, data-diversity, data-scaling, diffusion-models, generative-data-augmentation, instance-segmentation, long-tail-recognition, lvis-benchmark
Data Diversity Matters More Than Data Quantity in AI Post date November 11, 2025 Post author By Instancing Post categories In data-diversity, data-scaling, diffusion-models, generative-data-augmentation, instance-segmentation, long-tail-recognition, model-performance-analysis, x-paste-comparison
How Generative Data Expands AI’s Understanding of the Real World Post date November 11, 2025 Post author By Instancing Post categories In clip-inter-similarity, computer-vision-pipeline, data-diversity, data-scaling, diffusion-models, generative-data-augmentation, instance-segmentation, long-tail-recognition
DiverGen Makes Large-Scale Instance Segmentation Training More Effective Post date November 11, 2025 Post author By Instancing Post categories In clip-filtering, data-diversity, data-scaling, diffusion-models, generative-data-augmentation, instance-segmentation, long-tail-recognition, sam-annotation
Train a Mask R-CNN for Instance Segmentation with TF Model Garden Post date October 14, 2025 Post author By Tensor Flow - [Technical Documentation] Post categories In coco-tfrecords, fine-tune-mask-r-cnn, instance-segmentation, lvis-dataset, mask-r-cnn-tutorial, mobilenet-v2-backbone, tensorflow-model-garden, tensorflow-training-pipeline
Visualizing Object Detection Data in TensorFlow with TFRecords Post date October 14, 2025 Post author By Tensor Flow - [Technical Documentation] Post categories In coco-evaluation, computer-vision, instance-segmentation, object-detection, TensorFlow, tensorflow-training, tensorflow-tutorial, tfrecord
AI Just Got Better at Counting Trees Post date October 8, 2025 Post author By Instancing Post categories In 3d-forest-reconstruction, ai-environmental-monitoring, domain-adaptation-ai, instance-segmentation, lidar-forest-mapping, lidar-point-clouds, treelearn-model, uav-laser-scanning
Accurate Forest Mapping Using TreeLearn and Lidar-Based Point Clouds Post date October 8, 2025 Post author By Instancing Post categories In 3d-forest-reconstruction, ai-environmental-monitoring, domain-adaptation-ai, instance-segmentation, lidar-forest-mapping, lidar-point-clouds, treelearn-model, uav-laser-scanning
AI Models Can Now Identify Individual Trees from Forest Scans Post date October 8, 2025 Post author By Instancing Post categories In 3d-forest-reconstruction, ai-environmental-monitoring, domain-adaptation-ai, instance-segmentation, lidar-forest-mapping, lidar-point-clouds, treelearn-model, uav-laser-scanning
Drop the Heavyweights: YOLO‑Based 3D Segmentation Outpaces SAM/CLIP Post date August 26, 2025 Post author By Instancing Post categories In 3d-segmentation, computer-vision, efficient-ai, instance-segmentation, open-vocabulary-ai, open-yolo-3d, point-clouds, yolo
Related Work on Closed‑Set 3D Segmentation, Open‑Vocabulary 2D Recognition, and SAM/CLIP‑Based 3D Ap Post date August 26, 2025 Post author By Instancing Post categories In 3d-segmentation, clip, computer-vision, instance-segmentation, open-vocabulary-ai, point-clouds, sam, yolo-3d
No SAM, No CLIP, No Problem: How Open‑YOLO 3D Segments Faster Post date August 26, 2025 Post author By Instancing Post categories In 3d-segmentation, computer-vision, efficient-ai, instance-segmentation, open-vocabulary-ai, point-clouds, robotics-ai, yolo-3d
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