FLAIR HUB LC B RGB Swinbase Upernet

--- license: etalab-2.0 pipeline_tag: image-segmentation tags: - semantic segmentation - pytorch - landcover library_name: pytorch model-index: - name: FLAIR-HUB_LC-B_RGB_swinbase-upernet results: - task: type: semantic-segmentation dataset: name: IGNF/FLAIR-HUB/ type: earth-observation-dataset metrics: - name: mIoU type: mIoU value: 64.491 - name: Overall Accuracy type: OA value: 77.437 - name: IoU building type: IoU value: 85.126 - name: IoU greenhouse type: IoU value: 78.0 - name: IoU swimming pool type: IoU value: 61.59 - name: IoU impervious surface type: IoU value: 76.064 - name: IoU pervious surface type: IoU value: 58.228 - name: IoU bare soil type: IoU value: 65.714 - name: IoU water type: IoU value: 90.421 - name: IoU snow type: IoU value: 63.742 - name: IoU herbaceous vegetation type: IoU value: 53.162 - name: IoU agricultural land type: IoU value: 58.385 - name: IoU plowed land type: IoU value: 38.039 - name: IoU vineyard type: IoU value: 78.754 - name: IoU deciduous type: IoU value: 70.644 - name: IoU coniferous type: IoU value: 60.549 - name: IoU brushwood type: IoU value: 30.993 --- <div style="font-family:sans-serif; color:black; background-color:#F8F5F5; padding:25px; border-radius:10px; margin:auto; border:0px; "> <!-- Collection Section --> <div style="background:#FFFFFF; color:black; padding:20px; border-radius:8px; box-shadow:0 2px 5px rgba(0,0,0,0.05); margin-bottom:20px;"> <h1 style="margin-top:0; color:black;">🌐 FLAIR-HUB Model Collection</h1> <ul style="padding-left:0; list-style:none; line-height:1.6; margin:0;"> <li> <span style="display:inline-block; width:10px; height:10px; background:#555; border-radius:2px; margin-right:10px; box-shadow:1px 1px 2px rgba(0,0,0,0.2); vertical-align:middle;"></span> <b>Trained on</b>: <span style="color:black;">FLAIR-HUB dataset</span> <a href="https://huggingface.co/datasets/IGNF/FLAIR-HUB" target="_blank" style="margin-left:5px;">🔗</a> </li> <li> <span style="display:inline-block; width:10px; height:10px; background:#555; border-radius:2px; margin-right:10px; box-shadow:1px 1px 2px rgba(0,0,0,0.2); vertical-align:middle;"></span> <b>Available modalities</b>: Aerial images, SPOT images, Topographic info, Sentinel-2 yearly time-series, Sentinel-1 yearly time-series, Historical aerial images </li> <li> <span style="disp...