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tanksense-segformer-b2 – AI Model by inmert | AlphaNeural AI
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tanksense-segformer-b2
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segformer
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TankSense SegFormer-B2
Semantic segmentation model for M1A2 Abrams tank zone detection.
Model Details
Architecture
: SegFormer-B2 (MiT-B2 backbone)
Task
: Semantic segmentation — 8 tank zones + background
Input
: RGB image (512×512)
Output
: Per-pixel class map (9 classes)
Val mIoU
: 0.6578
Classes
ID
Zone
IoU
0
Background
0.993
1
Hull01
0.719
2
Hull02
0.760
3
Turret01
0.674
4
Turret02
0.705
5
Track
0.440
6
Wheel
0.835
7
Equipment
0.428
8
Glass
0.367
Training
Synthetic dataset generated in Unreal Engine 5.5
1000 scenes with domain randomisation
50 epochs, SegFormer-B2 pretrained on ImageNet
