2 Commits

Author	SHA1	Message	Date
pikaliov	905b9867c8	Add 80/20 random split (replaces cross-area 46/54 split) ... - scripts/make_split.py: merges cross-area train+test (33,708 pairs), shuffles with seed=42, splits 80/20 - meta/train_80.json (26,966) + meta/test_20.json (6,742) - After seg filter: 24,891 train / 6,252 test - Default paths in train_gtauav.py updated to use new split Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>	2026-04-21 18:19:37 +03:00
pikaliov	6ad9c4d149	Add GTA-UAV experiment: asymmetric DINOv3 + LRSCLIP text encoder ... V3 architecture for CVGL caption validation on GTA-UAV-LR dataset: - AsymmetricEncoder: DINOv3 ViT-L/16 (LVD drone + SAT satellite, frozen) + LRSCLIP/DGTRS-CLIP ViT-L-14 text encoder (248 tok, partial unfreeze) - L1/L2/L3 hierarchical captions from VLM-generated descriptions - TextFusionMLP (concat 3x768 -> MLP -> 512) + GatedFusion - Segmentation filter: exclude images with >=90% background+water - 10.9M trainable / 733M total params, 256x256 input - coloredlogs + tqdm + emoji for training UX - Baseline mode (--baseline): image-only, no text encoder loaded Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>	2026-04-21 17:54:27 +03:00