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README.md

@@ -75,9 +75,12 @@ Pre-trained YOLO models for edge deployment. Each model repo contains all sizes
 | Component | Pattern | Example |
 |-----------|---------|---------|
 | HF Repo | `EdgeFirst/{version}-{task}` | `EdgeFirst/yolov8-det` |
-| ONNX Model | `{version}{size}-{task}-coco.onnx` | `yolov8n-det-coco.onnx` |
-| TFLite Model | `{version}{size}-{task}-coco.tflite` | `yolov8n-det-coco.tflite` |
-| i.MX 95 Model | `{version}{size}-{task}-coco.imx95.tflite` | `yolov8n-det-coco.imx95.tflite` |
+| ONNX Model | `{version}{size}-{task}.onnx` | `yolov8n-det.onnx` |
+| TFLite Model | `{version}{size}-{task}-int8.tflite` | `yolov8n-det-int8.tflite` |
+| i.MX 95 TFLite | `{version}{size}-{task}.imx95.tflite` | `yolov8n-det.imx95.tflite` |
+| i.MX 93 TFLite | `{version}{size}-{task}.imx93.tflite` | `yolov8n-det.imx93.tflite` |
+| i.MX 943 TFLite | `{version}{size}-{task}.imx943.tflite` | `yolov8n-det.imx943.tflite` |
+| Hailo HEF | `{version}{size}-{task}.hailo{variant}.hef` | `yolov8n-det.hailo8l.hef` |
 | Studio Project | `{Dataset} {Task}` | `COCO Detection` |
 | Studio Experiment | `{Version} {Task}` | `YOLOv8 Detection` |
 

index.html

@@ -370,162 +370,162 @@
         </div>
 
         <h2>Roadmap</h2>
-        <p>The EdgeFirst Model Zoo is expanding beyond YOLO to cover 8 tiers of spatial perception. Each model passes through the same validated pipeline before publication.</p>
+        <p>The EdgeFirst Model Zoo is expanding beyond YOLO to cover the full spatial perception stack. Each model passes through the same validated pipeline before publication.</p>
 
-        <div class="roadmap-quarter">Q2 2026 — Foundation</div>
+        <div class="roadmap-quarter">Phase 1 — Foundation</div>
         <table class="roadmap-table">
             <tr><th>Model</th><th>Category</th><th>License</th><th>Platforms</th><th>Status</th></tr>
             <tr>
                 <td>D-FINE</td>
-                <td class="category">T1 · Detection</td>
+                <td class="category">Detection</td>
                 <td><span class="license-badge license-apache">Apache 2.0</span></td>
                 <td><div class="badge-row"><span class="platform-badge">Ara240</span> <span class="platform-badge">Jetson</span></div></td>
                 <td><span class="status-coming">Coming Soon</span></td>
             </tr>
             <tr>
                 <td>RT-DETR</td>
-                <td class="category">T1 · Detection</td>
+                <td class="category">Detection</td>
                 <td><span class="license-badge license-apache">Apache 2.0</span></td>
                 <td><div class="badge-row"><span class="platform-badge">Ara240</span> <span class="platform-badge">Jetson</span></div></td>
                 <td><span class="status-coming">Coming Soon</span></td>
             </tr>
             <tr>
                 <td>EfficientDet-Lite</td>
-                <td class="category">T1 · Detection</td>
+                <td class="category">Detection</td>
                 <td><span class="license-badge license-apache">Apache 2.0</span></td>
                 <td><div class="badge-row"><span class="platform-badge">i.MX</span> <span class="platform-badge">Ara240</span> <span class="platform-badge">Jetson</span></div></td>
                 <td><span class="status-coming">Coming Soon</span></td>
             </tr>
             <tr>
                 <td>DAMO-YOLO</td>
-                <td class="category">T1 · Detection</td>
+                <td class="category">Detection</td>
                 <td><span class="license-badge license-apache">Apache 2.0</span></td>
                 <td><div class="badge-row"><span class="platform-badge">i.MX</span> <span class="platform-badge">Ara240</span> <span class="platform-badge">Jetson</span></div></td>
                 <td><span class="status-coming">Coming Soon</span></td>
             </tr>
         </table>
 
-        <div class="roadmap-quarter">Q3 2026 — Perception Depth</div>
+        <div class="roadmap-quarter">Phase 2 — Perception Depth</div>
         <table class="roadmap-table">
             <tr><th>Model</th><th>Category</th><th>License</th><th>Platforms</th><th>Status</th></tr>
             <tr>
                 <td>STDC</td>
-                <td class="category">T2 · Semantic Segmentation</td>
+                <td class="category">Semantic Segmentation</td>
                 <td><span class="license-badge license-mit">MIT</span></td>
                 <td><div class="badge-row"><span class="platform-badge">Jetson</span></div></td>
                 <td><span class="status-planned">Planned</span></td>
             </tr>
             <tr>
                 <td>PP-LiteSeg</td>
-                <td class="category">T2 · Semantic Segmentation</td>
+                <td class="category">Semantic Segmentation</td>
                 <td><span class="license-badge license-apache">Apache 2.0</span></td>
                 <td><div class="badge-row"><span class="platform-badge">Ara240</span> <span class="platform-badge">Jetson</span></div></td>
                 <td><span class="status-planned">Planned</span></td>
             </tr>
             <tr>
                 <td>MobileNetV3-Seg</td>
-                <td class="category">T2 · Semantic Segmentation</td>
+                <td class="category">Semantic Segmentation</td>
                 <td><span class="license-badge license-apache">Apache 2.0</span></td>
                 <td><div class="badge-row"><span class="platform-badge">i.MX</span> <span class="platform-badge">Ara240</span></div></td>
                 <td><span class="status-planned">Planned</span></td>
             </tr>
             <tr>
                 <td>NanoSAM</td>
-                <td class="category">T4 · SAM Segmentation</td>
+                <td class="category">SAM Segmentation</td>
                 <td><span class="license-badge license-mit">MIT</span></td>
                 <td><div class="badge-row"><span class="platform-badge">Jetson</span></div></td>
                 <td><span class="status-planned">Planned</span></td>
             </tr>
             <tr>
                 <td>FastSAM</td>
-                <td class="category">T4 · SAM Segmentation</td>
+                <td class="category">SAM Segmentation</td>
                 <td><span class="license-badge license-apache">Apache 2.0</span></td>
                 <td><div class="badge-row"><span class="platform-badge">Ara240</span> <span class="platform-badge">Jetson</span></div></td>
                 <td><span class="status-planned">Planned</span></td>
             </tr>
             <tr>
                 <td>EdgeSAM</td>
-                <td class="category">T4 · SAM Segmentation</td>
+                <td class="category">SAM Segmentation</td>
                 <td><span class="license-badge license-other">S-Lab</span></td>
                 <td><div class="badge-row"><span class="platform-badge">i.MX</span> <span class="platform-badge">Ara240</span></div></td>
                 <td><span class="status-planned">Planned</span></td>
             </tr>
             <tr>
                 <td>Depth Anything V2/V3 Small</td>
-                <td class="category">T5 · Monocular Depth</td>
+                <td class="category">Monocular Depth</td>
                 <td><span class="license-badge license-apache">Apache 2.0</span></td>
                 <td><div class="badge-row"><span class="platform-badge">Ara240</span> <span class="platform-badge">Jetson</span></div></td>
                 <td><span class="status-planned">Planned</span></td>
             </tr>
             <tr>
                 <td>FastDepth</td>
-                <td class="category">T5 · Monocular Depth</td>
+                <td class="category">Monocular Depth</td>
                 <td><span class="license-badge license-mit">MIT</span></td>
                 <td><div class="badge-row"><span class="platform-badge">i.MX</span> <span class="platform-badge">Ara240</span> <span class="platform-badge">Jetson</span></div></td>
                 <td><span class="status-planned">Planned</span></td>
             </tr>
             <tr>
                 <td>MiDaS v2.1 Small</td>
-                <td class="category">T5 · Monocular Depth</td>
+                <td class="category">Monocular Depth</td>
                 <td><span class="license-badge license-mit">MIT</span></td>
                 <td><div class="badge-row"><span class="platform-badge">i.MX</span> <span class="platform-badge">Ara240</span> <span class="platform-badge">Jetson</span></div></td>
                 <td><span class="status-planned">Planned</span></td>
             </tr>
         </table>
 
-        <div class="roadmap-quarter">Q4 2026 — 3D Perception</div>
+        <div class="roadmap-quarter">Phase 3 — 3D Perception</div>
         <table class="roadmap-table">
             <tr><th>Model</th><th>Category</th><th>License</th><th>Platforms</th><th>Status</th></tr>
             <tr>
                 <td>RTMDet-Ins</td>
-                <td class="category">T3 · Instance Segmentation</td>
+                <td class="category">Instance Segmentation</td>
                 <td><span class="license-badge license-apache">Apache 2.0</span></td>
                 <td><div class="badge-row"><span class="platform-badge">Ara240</span> <span class="platform-badge">Jetson</span></div></td>
                 <td><span class="status-planned">Planned</span></td>
             </tr>
             <tr>
                 <td>SMOKE</td>
-                <td class="category">T7 · 3D Detection</td>
+                <td class="category">3D Detection</td>
                 <td><span class="license-badge license-mit">MIT</span></td>
                 <td><div class="badge-row"><span class="platform-badge">Ara240</span> <span class="platform-badge">Jetson</span></div></td>
                 <td><span class="status-planned">Planned</span></td>
             </tr>
             <tr>
                 <td>BEVDet-Tiny</td>
-                <td class="category">T7 · 3D Detection</td>
+                <td class="category">3D Detection</td>
                 <td><span class="license-badge license-apache">Apache 2.0</span></td>
                 <td><div class="badge-row"><span class="platform-badge">Jetson</span></div></td>
                 <td><span class="status-planned">Planned</span></td>
             </tr>
             <tr>
                 <td>FlashOcc</td>
-                <td class="category">T7 · Occupancy Grid</td>
+                <td class="category">Occupancy Grid</td>
                 <td><span class="license-badge license-apache">Apache 2.0</span></td>
                 <td><div class="badge-row"><span class="platform-badge">Jetson</span></div></td>
                 <td><span class="status-planned">Planned</span></td>
             </tr>
         </table>
 
-        <div class="roadmap-quarter">Q1 2027 — Generative AI</div>
+        <div class="roadmap-quarter">Phase 4 — Generative AI</div>
         <table class="roadmap-table">
             <tr><th>Model</th><th>Category</th><th>License</th><th>Platforms</th><th>Status</th></tr>
             <tr>
                 <td>SmolVLM</td>
-                <td class="category">T8 · Edge VLM</td>
+                <td class="category">Edge VLM</td>
                 <td><span class="license-badge license-apache">Apache 2.0</span></td>
                 <td><div class="badge-row"><span class="platform-badge">Ara240</span> <span class="platform-badge">Jetson</span></div></td>
                 <td><span class="status-planned">Planned</span></td>
             </tr>
             <tr>
                 <td>MobileVLM V2</td>
-                <td class="category">T8 · Edge VLM</td>
+                <td class="category">Edge VLM</td>
                 <td><span class="license-badge license-apache">Apache 2.0</span></td>
                 <td><div class="badge-row"><span class="platform-badge">Ara240</span> <span class="platform-badge">Jetson</span></div></td>
                 <td><span class="status-planned">Planned</span></td>
             </tr>
             <tr>
                 <td>PaliGemma2</td>
-                <td class="category">T8 · Edge VLM</td>
+                <td class="category">Edge VLM</td>
                 <td><span class="license-badge license-other">Gemma</span></td>
                 <td><div class="badge-row"><span class="platform-badge">Jetson</span></div></td>
                 <td><span class="status-planned">Planned</span></td>
@@ -539,8 +539,12 @@
         <table class="naming-table">
             <tr><th>Component</th><th>Pattern</th><th>Example</th></tr>
             <tr><td>HF Repo</td><td>EdgeFirst/{version}-{task}</td><td>EdgeFirst/yolov8-det</td></tr>
-            <tr><td>ONNX Model</td><td>{version}{size}-{task}-coco.onnx</td><td>yolov8n-det-coco.onnx</td></tr>
-            <tr><td>TFLite Model</td><td>{version}{size}-{task}-coco-int8.tflite</td><td>yolov8n-det-coco-int8.tflite</td></tr>
+            <tr><td>ONNX Model</td><td>{version}{size}-{task}.onnx</td><td>yolov8n-det.onnx</td></tr>
+            <tr><td>TFLite Model</td><td>{version}{size}-{task}-int8.tflite</td><td>yolov8n-det-int8.tflite</td></tr>
+            <tr><td>i.MX 95 TFLite</td><td>{version}{size}-{task}.imx95.tflite</td><td>yolov8n-det.imx95.tflite</td></tr>
+            <tr><td>i.MX 93 TFLite</td><td>{version}{size}-{task}.imx93.tflite</td><td>yolov8n-det.imx93.tflite</td></tr>
+            <tr><td>i.MX 943 TFLite</td><td>{version}{size}-{task}.imx943.tflite</td><td>yolov8n-det.imx943.tflite</td></tr>
+            <tr><td>Hailo HEF</td><td>{version}{size}-{task}.hailo{variant}.hef</td><td>yolov8n-det.hailo8l.hef</td></tr>
             <tr><td>Studio Project</td><td>{Dataset} {Task}</td><td>COCO Detection</td></tr>
             <tr><td>Studio Experiment</td><td>{Version} {Task}</td><td>YOLOv8 Detection</td></tr>
         </table>