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phanerozoic
/
detection-heads
like
1
Object Detection
PyTorch
detection-datasets/coco
detection-head
frozen-backbone
vision-transformer
architecture-search
arxiv:
1904.07850
License:
apache-2.0
Model card
Files
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xet
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detection-heads
87.3 MB
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2 contributors
History:
200 commits
CharlesCNorton
Add deep-medium (128h 5+4) Pareto entry: 1.92M params, 36.2 mAP soft
0185a3b
about 2 hours ago
capacity
capacity/: s/encoder/backbone/ โ match detection-research vocabulary
about 11 hours ago
heads
Add deep-medium (128h 5+4) Pareto entry: 1.92M params, 36.2 mAP soft
about 2 hours ago
losses
Restructure: one folder per head, shared losses/utils, registry runner
8 days ago
scripts
Add scripts/_person_precision.py
4 days ago
utils
Restructure: one folder per head, shared losses/utils, registry runner
8 days ago
.gitattributes
Safe
1.64 kB
dim20: 3.9 mAP from 22K params โ 80-class COCO detector via SVD dimension selection
7 days ago
README.md
21 kB
Add deep-medium (128h 5+4) Pareto entry: 1.92M params, 36.2 mAP soft
about 2 hours ago
arena.py
Safe
1.43 kB
Restructure: one folder per head, shared losses/utils, registry runner
8 days ago
build_analytical_person.py
7.24 kB
Tidy root: drop 3 obsolete scripts, rename v3j builder
about 8 hours ago
build_text_embeddings.py
Safe
2.35 kB
new picker: text-aligned cls + pos_enc, 25.57 mAP at 4.16M params (+0.94 over prior 24.63)
2 days ago
cuda_graph_trainer.py
14.1 kB
768px text-aligned picker: 25.61 mAP at 4.16M params; sheaf loss + ViT-L multi-prompt embeddings added
2 days ago
eval_coco_map.py
10.3 kB
Unify eval: single eval_coco_map.py with hard NMS default, optional --soft-nms flag, auto-arch-detect
about 15 hours ago
mock_eupe_backbone.py
Safe
5.21 kB
canonical fast trainer: bf16 autocast + CUDA graph + prefetch + LR-tensor fix; pos-enc head inlined; speedup files renamed
2 days ago
multi_domain_arena.py
Safe
22.5 kB
box32_92k: 5.7 mAP from 92K params (43% improvement over linear_70k)
7 days ago
target_cache.py
Safe
13.4 kB
canonical fast trainer: bf16 autocast + CUDA graph + prefetch + LR-tensor fix; pos-enc head inlined; speedup files renamed
2 days ago
train_split_tower_5scale.py
21.1 kB
768px text-aligned picker: 25.61 mAP at 4.16M params; sheaf loss + ViT-L multi-prompt embeddings added
2 days ago