File size: 1,178 Bytes
2d84982 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 | ---
language: en
license: mit
tags:
- semantic-segmentation
- pytorch
- deeplabv3plus
- resnet34
- agricultural-cv
model-index:
- name: deeplabv3plus-512_run_2026-06-27_13-14
results:
- task:
type: semantic-segmentation
name: Corm Segmentation
metrics:
- type: mean_iou
value: 0.9351399077162409
name: Best Val Mean IoU
- type: damage_iou
value: 0.8431004854440934
name: Best Val Damage-Class IoU
- type: corm_iou
value: 0.9643080229668392
name: Best Val Corm-Class IoU
---
# DeepLabV3+ Corm & Damage Semantic Segmentation Model
This repository contains weights, performance curves, and hyperparameter logs for experiment `deeplabv3plus-512_run_2026-06-27_13-14`.
## Model Summary
- **Architecture Type:** DeepLabV3+ (SMP wrapper)
- **Backbone Encoder:** `resnet34`
- **Pretrained Weights:** `imagenet`
- **Input Channels:** 3
- **Number of Classes:** 3 (0: background, 1: damage, 2: corm)
- **Training Resolution:** `512x512`
- **Loss Optimizer configuration:** `CrossEntropy`
## Metrics Curves
Below are the training performance plots generated for this run:
 |