Update ui/dashboard.py
Browse files- ui/dashboard.py +19 -7
ui/dashboard.py
CHANGED
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@@ -31,8 +31,14 @@ def render_css():
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img {
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border-radius: 10px;
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box-shadow: 0 4px 12px rgba(0,0,0,0.1);
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}
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.report-box {
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@@ -55,6 +61,12 @@ def render_css():
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font-size: 0.95rem !important;
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}
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</style>
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""", unsafe_allow_html=True)
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def render_header(app_name, version):
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@@ -99,11 +111,11 @@ def render_classification_panel(img_rgb, diagnosis, cls_conf, seg_conf, gradcam_
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st.warning("Düşük güven skoru. Lütfen manuel inceleme yapınız.")
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with col_orig:
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st.image(img_rgb, caption="Orijinal Görüntü",
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with col_xai:
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overlay = apply_heatmap_overlay(img_rgb, gradcam_map, alpha=0.5)
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st.image(overlay, caption="Yapay Zeka Odak Alanları (Grad-CAM)",
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def render_segmentation_panel(img_rgb, nuc_map, uncertainty_map, instance_mask, stats):
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st.markdown("---")
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@@ -120,12 +132,12 @@ def render_segmentation_panel(img_rgb, nuc_map, uncertainty_map, instance_mask,
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c1, c2 = st.columns(2)
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with c1:
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nuc_colored = apply_heatmap_overlay(img_rgb, nuc_map, colormap=cv2.COLORMAP_OCEAN, alpha=0.6)
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st.image(nuc_colored, caption="Nükleus Olasılık Haritası (AI Çıktısı)",
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with c2:
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mask_rgb = np.zeros_like(img_rgb)
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mask_rgb[instance_mask > 0] = [0, 255, 0] # Green
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overlay = cv2.addWeighted(img_rgb, 0.7, mask_rgb, 0.3, 0)
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st.image(overlay, caption="Ayrıştırılmış Hücreler (Watershed)",
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with tab_unc:
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c1, c2 = st.columns([1, 2])
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@@ -139,7 +151,7 @@ def render_segmentation_panel(img_rgb, nuc_map, uncertainty_map, instance_mask,
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""")
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with c2:
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unc_colored = apply_heatmap_overlay(img_rgb, uncertainty_map, colormap=cv2.COLORMAP_INFERNO, alpha=0.7)
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st.image(unc_colored, caption="Model Entropi (Belirsizlik) Haritası",
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with tab_data:
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if not stats.empty:
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img {
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border-radius: 10px;
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box-shadow: 0 4px 12px rgba(0,0,0,0.1);
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width: 100%;
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height: auto;
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display: block;
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image-rendering: auto;
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}
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.stImage > div {
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width: 100%;
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max-width: 100%;
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}
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.report-box {
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font-size: 0.95rem !important;
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}
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</style>
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<script>
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const meta = window.parent?.document?.querySelector('meta[http-equiv="Permissions-Policy"]');
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if (meta) {
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meta.setAttribute('content', 'geolocation=(), microphone=()');
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}
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</script>
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""", unsafe_allow_html=True)
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def render_header(app_name, version):
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st.warning("Düşük güven skoru. Lütfen manuel inceleme yapınız.")
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with col_orig:
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st.image(img_rgb, caption="Orijinal Görüntü", use_column_width=True)
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with col_xai:
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overlay = apply_heatmap_overlay(img_rgb, gradcam_map, alpha=0.5)
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st.image(overlay, caption="Yapay Zeka Odak Alanları (Grad-CAM)", use_column_width=True)
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def render_segmentation_panel(img_rgb, nuc_map, uncertainty_map, instance_mask, stats):
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st.markdown("---")
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c1, c2 = st.columns(2)
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with c1:
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nuc_colored = apply_heatmap_overlay(img_rgb, nuc_map, colormap=cv2.COLORMAP_OCEAN, alpha=0.6)
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st.image(nuc_colored, caption="Nükleus Olasılık Haritası (AI Çıktısı)", use_column_width=True)
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with c2:
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mask_rgb = np.zeros_like(img_rgb)
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mask_rgb[instance_mask > 0] = [0, 255, 0] # Green
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overlay = cv2.addWeighted(img_rgb, 0.7, mask_rgb, 0.3, 0)
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st.image(overlay, caption="Ayrıştırılmış Hücreler (Watershed)", use_column_width=True)
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with tab_unc:
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c1, c2 = st.columns([1, 2])
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""")
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with c2:
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unc_colored = apply_heatmap_overlay(img_rgb, uncertainty_map, colormap=cv2.COLORMAP_INFERNO, alpha=0.7)
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st.image(unc_colored, caption="Model Entropi (Belirsizlik) Haritası", use_column_width=True)
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with tab_data:
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if not stats.empty:
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