{"uid":"cap_Kx51X69VS9QmpRgcbnYXb","slug":"yolox-nano-object-detection-api-b766080c","name":"YOLOX-nano Object Detection API","description":"Detect and locate objects in an image (YOLOX-nano, COCO classes): people, pets (dog/cat/horse), vehicles, and 70+ more. Returns per-class counts and pixel bounding boxes. Detection only — no identification. Best on clear, medium-to-large objects.","url":"https://workbot1.oddsys.org/detect?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"classes":{"type":"array","items":{"type":"string"},"description":"Restrict results to these COCO class names (e.g. person, dog, cat, horse, car, bus, truck, motorcycle, bicycle). Omit for all 80 classes."},"imageBase64":{"type":"string","description":"Base64-encoded image (png/jpeg/webp)."},"minConfidence":{"type":"number","description":"Score threshold 0.05-0.95 (default 0.4)."}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_LaDltReerIBOyxOY60Efj","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Detects and locates objects in an image using YOLOX-nano (COCO classes), returning per-class counts and pixel bounding boxes for 80+ object categories.","exampleAgentPrompt":"Can you detect all the objects in this image and tell me what's there, how many of each, and where they are in the frame?","exampleUseCases":[{"title":"Count people in a crowd photo","prompt":"I have a photo from our store entrance — can you detect all the people in it and tell me how many there are and where they appear in the image?"},{"title":"Spot vehicles in a parking lot image","prompt":"Run object detection on this parking lot image and tell me how many cars, trucks, and motorcycles you can find, along with their bounding box coordinates."},{"title":"Detect pets in a home camera still","prompt":"Here's a snapshot from my home security camera — can you detect any dogs or cats in it and tell me where they are in the frame?"}],"resultDescription":"Returns a list of detected objects with their COCO class label (e.g. 'person', 'car', 'dog'), a per-class count summary, and pixel-level bounding box coordinates (x, y, width, height) for each detected instance. Detection only — no individual identity or recognition.","failureModes":["Image too small or blurry — small objects may not be detected reliably","Image format not supported — non-standard or corrupted image files will return an error","Object not in COCO classes — custom or niche objects outside the 80 COCO categories won't be detected","No objects detected — returns empty list if confidence thresholds are not met","Payload too large — oversized images may be rejected or time out"],"whenToPreferThis":"Choose this endpoint when you need fast, lightweight object detection across standard COCO categories (people, pets, vehicles, etc.) and you only need bounding boxes and class counts — not face recognition, OCR, or scene captioning. Best suited for clear images with medium-to-large objects. Prefer this over heavier vision models when cost and latency matter and COCO-class coverage is sufficient.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-12T06:34:41.081Z","isFirstParty":false,"canonicalSlug":"yolox-nano-object-detection-api-b766080c"}