70 lines
5.8 KiB
Plaintext
70 lines
5.8 KiB
Plaintext
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d„ dƒƒZ G dd„ dƒZ dd„ Z e dkrÜe ƒ dS )zQ
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Visual Geolocation Pipeline
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Complete pipeline from image to precise geolocation
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é Nz#/home/bernt/.openclaw/workspace/iom)ÚDictÚListÚOptionalÚTuple)Ú dataclass)Údatetime)ÚEvidenceExtractorÚEvidencePackage)ÚGeolocationEngineÚGeolocationEstimate)ÚConfidenceModelÚConfidenceReport)Ú OCRPipeline)Ú
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MapMatcher)ÚSimilaritySearchc @ sb e Zd ZU dZeed< eed< eed< eed< eed< eed< eed< e e ed < e e ed
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< d S ) ÚGeolocationResultzComplete geolocation resultÚlatÚlngÚaccuracyÚ
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confidenceÚmethodÚevidence_summaryÚconfidence_reportÚ map_matchesÚsimilar_imagesN)
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Ú__name__Ú
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__module__Ú __qualname__Ú__doc__ÚfloatÚ__annotations__Ústrr r
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r © r" r" úB/home/bernt/.openclaw/workspace/iom/visual_geolocation/pipeline.pyr s
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r c @ sF e Zd ZdZd
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dS )ÚVisualGeolocationPipelinezì
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Complete visual geolocation pipeline
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Flow:
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1. Extract evidence (7 layers)
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2. Geolocate (8 methods)
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3. Calculate confidence
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4. Match against maps
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5. Find similar images
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6. Return complete result
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T©Ú use_real_aic C s< t |d�| _tƒ | _tƒ | _tdd�| _tƒ | _ t
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ƒ | _ d S )Nr% Z simulated)Úengine) r Úevidence_extractorr
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Úgeolocation_enginer Úconfidence_modelr Z ocr_pipeliner Ú map_matcherr Úsimilarity_search)Úselfr& r" r" r# Ú__init__1 s z"VisualGeolocationPipeline.__init__N)Ú
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image_pathÚimage_idÚreturnc
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d … D ƒd� }t dƒ t dƒ t dƒ |S )zv
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Process image through complete pipeline
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Returns precise geolocation with confidence
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zProcessing image: ú<============================================================z
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[1/6] Extracting evidence...z
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[2/6] Geolocating...z
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[3/6] Calculating confidence...z
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[4/6] Matching against maps...é )Zradiusz
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[5/6] Finding similar images...Né )Úkz
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[6/6] Compiling result...)Úvisual_objectsÚsemantic_objectsÚtext_detectionsÚgeometric_featuresÚenvironmental_signalsc S s" g | ]}|j |j|j|jd œ‘qS ))ÚnameÚtypeÚdistancer )r; Z
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match_typer= r ©Ú.0Úmr" r" r# Ú
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similarityÚ timestamprB r> r" r" r# rA } s
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üý) r r r r r r r r r z=
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============================================================zPIPELINE COMPLETE)Úprintr( Úextract_all_evidencer) Ú geolocater* Úcalculate_confidencer+ Zmatch_locationr r Úto_dictr Úvisual_embeddingr, ÚsearchÚnpÚarrayr Úoverall_confidencer Úlenr6 r7 r8 r9 r: ) r- r/ r0 ÚevidenceÚestimater r r Úresultr" r" r# Ú
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ƒ› �ƒ t dt |jjƒ› �ƒ |j�rZt dƒ |jD ]D}t d |d › d|d › d�ƒ t d|d d›d|d d ›�ƒ �q|j�r˜t d ƒ |jD ]&}t d |d › d
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|d d ›d �ƒ �qpd!S )"zPrint geolocation resultu
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� GEOLOCATION RESULTz
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