change layout

Dockerfile

@@ -16,5 +16,6 @@ RUN pip install --no-cache-dir --upgrade pip setuptools wheel
 RUN pip install --no-cache-dir --upgrade "renumics-spotlight==${SPOTLIGHT_VERSION}"
 
 COPY --chown=user --chmod=0755 run.py .
+COPY --chown=user --chmod=0755 esc50-layout.json .
 
 CMD ["./run.py"]

README.md

@@ -1,11 +1,11 @@
 ---
-title: Spotlight Speech Commands
+title: ESC50 CLAP Model Debug
 emoji: 🎙️
 colorFrom: indigo
 colorTo: green
 sdk: docker
 app_port: 7860
-datasets: [speech_commands, renumics/speech_commands-ast-finetuned-results]
+datasets: [renumics/esc50, renumics/esc50-clap2023-results]
 tags: [renumics, spotlight, EDA, enriched, data-centric-ai, viewer]
 pinned: false
 license: mit

esc50-layout.json

@@ -0,0 +1 @@
+{"orientation":"vertical","children":[{"kind":"split","weight":0.832701222081753,"orientation":"horizontal","children":[{"kind":"split","weight":33.225638353309016,"orientation":"vertical","children":[{"kind":"tab","weight":0.15145368492224473,"children":[{"kind":"widget","name":"Accuracy","type":"Metric","config":{"metric":"accuracy","columns":["label","prediction"]}}]},{"kind":"tab","weight":0.5152129817444219,"children":[{"kind":"widget","name":"Table","type":"table","config":{"tableView":"full","visibleColumns":null,"sorting":null,"orderByRelevance":false}}]}]},{"kind":"tab","weight":22.0310998657028,"children":[{"kind":"widget","name":"Histogram","type":"histogram","config":{"stackByColumnKey":"pred_incorrect"}}]},{"kind":"tab","weight":24.74326178098818,"children":[{"kind":"widget","name":"Embedding","type":"similaritymap","config":{"placeBy":["audio_embedding"],"reductionMethod":null,"colorBy":"label","sizeBy":null,"filter":false,"umapNNeighbors":20,"umapMetric":null,"umapMinDist":0.15,"pcaNormalization":null,"umapMenuLocalGlobalBalance":null,"umapMenuIsAdvanced":false}}]}]},{"kind":"tab","weight":0.5006321112515802,"children":[{"kind":"widget","name":"Inspector","type":"inspector","config":{"views":[{"view":"AudioView","columns":["audio"],"name":null,"key":"29c9aeb9-45d4-4e0b-ad90-d6ed1fcf8cdf"},{"view":"ScalarView","columns":["label"],"name":null,"key":"a7a61751-a78c-4de6-9494-cd745793bea0"},{"view":"ScalarView","columns":["prediction"],"name":null,"key":"a30cad6d-c633-4600-b936-3395895b25d1"}],"visibleColumns":4}}]}]}

run.py

@@ -101,5 +101,5 @@ if __name__ == "__main__":
     
     
     spotlight.show(
-        ds, host="0.0.0.0", port=7860, wait="forever", dtype=dtypes, layout=spotlight.layouts.debug_classification(embedding='embedding', inspect={'audio': spotlight.dtypes.audio_dtype}), analyze=True
+        ds, host="0.0.0.0", port=7860, wait="forever", dtype=dtypes, layout="esc50-layout.json", analyze=False
     )