响应示例
器件错漏反
- WithoutReg模式：
{ "infer_test.jpg": { "InferenceTime": { "Stream": 0.7452316284179688,"PostAI": 0.02 ,"All": 0.91238,"StartTime": 20211129142700.97 ,"EndTime": 20211129142701.885}, "IsSuccess": true, "Objects": [ {"Box": {"Angle": 0, "Height": 94, "Width": 98, "X": 2898, "Y": 1717}, "Classification": {}, "Label": "Screw", "OCR": {}, "Score": 0.914897, "Segmentation": {} }, {"Box": {"Angle": 0, "Height": 99, "Width": 100, "X": 2905, "Y": 2487}, "Classification": {}, "Label": "Screw", "OCR": {}, "Score": 0.792413831, "Segmentation": {}}, {"Box": {"Angle": 0, "Height": 105, "Width": 102, "X": 3357, "Y": 2853}, "Classification": {}, "Label": "Screw", "OCR": {}, "Score": 0.400625825, "Segmentation": {}}, {"Box": {"Angle": 0, "Height": 114, "Width": 205, "X": 1718, "Y": 2365}, "Classification": {}, "Label": "Fall", "OCR": {}, "Score": 0.464187652, "Segmentation": {}}, {"Box": {"Angle": 0, "Height": 122, "Width": 128, "X": 1652, "Y": 2950}, "Classification": {}, "Label": "Lampstand", "OCR": {}, "Score": 0.576576293, "Segmentation": {}} ] } - WithReg模式：
如果使用系统自带的配准算法，当模板框和检测框配对个数少于2个时，系统会提示不支持，需视觉软件自行使用其他配准算法并在请求参数中传入正确的 “RegisterMatrix”字段。
{ "IsSuccess": true, "infer_test.jpg": {"InferenceTime": {"Stream": 0.6637053489685059, "All": 0.965648, "PostAI": 0.32356565,"StartTime": 20211129110502.63 ,"EndTime": 20211129110503.60}, "Objects": [ {"Box": {"Angle": 0, "Height": 139.0, "Width": 150.0, "X": 967.0, "Y": 2341.0 }, "Classification": {}, "Label": "Screw", "OCR": {}, "Score": 0.937403321, "Segmentation": {}, "result": "OK" }, {"Box": {"Angle": 0, "Height": 144.0, "Width": 156.0, "X": 1004.0, "Y": 814.0 }, "Classification": {}, "Label": "Screw", "OCR": {}, "Score": 0.930168927, "Segmentation": {}, "result": "OK"}, {"Box": {"Angle": 0, "Height": 150.0, "Width": 155.0, "X": 3578.0, "Y": 869.0 }, "Classification": {}, "Label": "Screw", "OCR": {}, "Score": 0.817400515, "Segmentation": {}, "result": "OK" }, {"Box": {"Angle": 0, "Height": 135.0, "Width": 148.0, "X": 3463.0, "Y": 2402.0 }, "Classification": {}, "Label": "Screw", "OCR": {}, "Score": 0.79875195, "Segmentation": {}, "result": "OK" }, {"Box": {"Angle": 0, "Height": 160.0, "Width": 164.0, "X": 1978.0, "Y": 2107.0 }, "Classification": {}, "Label": "Screw", "OCR": {}, "Score": 0.767472327, "Segmentation": {}, "result": "OK" }, {"Box": {"Angle": 0, "Height": 144.0, "Width": 146.0, "X": 1138.0, "Y": 1104.0 }, "Classification": {}, "Label": "Screw", "OCR": {}, "Score": 0.562019348, "Segmentation": {}, "result": "OK" } ], "Patterns": [ {"Height": 139, "Label": "Screw", "Width": 150, "X": 967, "Y": 2341, "overlap_metric": "IOU", "overlap_thresh": "0.3"，"conf_thresh": 0.5, "result": "OK" }, {"Height": 144, "Label": "Screw", "Width": 156, "X": 1004, "Y": 814, "num_match": "1", "overlap_metric": "IOU", "overlap_thresh": "0.3"，"conf_thresh": 0.5, "result": "OK" }, {"Height": 150, "Label": "Screw", "Width": 155, "X": 3578, "Y": 869, "num_match": "1", "overlap_metric": "IOU", "overlap_thresh": "0.3"，"conf_thresh": 0.5, "result": "OK" }, {"Height": 135, "Label": "Screw", "Width": 148, "X": 3463, "Y": 2402, "num_match": "1", "overlap_metric": "IOU", "overlap_thresh": "0.3", "result": "OK" }, {"Height": 160, "Label": "Screw", "Width": 164, "X": 1978, "Y": 2107, "num_match": "1", "overlap_metric": "IOU", "overlap_thresh": "0.3", "result": "OK" }, {"Height": 144, "Label": "Screw", "Width": 146, "X": 1138, "Y": 1104, "num_match": "1", "overlap_metric": "IOU", "overlap_thresh": "0.3", "result": "OK" } ], "RegisterMatrix": [[1, 4.996003610813204e-16, 0], [0, 1, -2.2737367544323206e-13], [0, 0, 1]], "Result": "OK" } } - det_det模式：
{ "infer_test.jpg": [ { "Box": { "Angle": 0, "Height": 220, "Width": 225, "X": 434, "Y": 228 }, "Classification": {}, "Label": "主板", "Score": 0.872070312 }, { "Box": { "Angle": 0, "Height": 28, "Width": 28, "X": 454, "Y": 236 }, "Classification": {}, "Label": "螺丝", "Score": 0.813476562 }, { "Box": { "Angle": 0, "Height": 28, "Width": 27, "X": 621, "Y": 244 }, "Classification": {}, "Label": "螺丝", "Score": 0.755371094 }, { "Box": { "Angle": 0, "Height": 28, "Width": 28, "X": 448, "Y": 400 }, "Classification": {}, "Label": "螺丝", "Score": 0.734375 }, { "Box": { "Angle": 0, "Height": 27, "Width": 27, "X": 613, "Y": 407 }, "Classification": {}, "Label": "螺丝", "Score": 0.720703125 }, { "RegisterMatrix": [ [1.0, 0.0, 0.0], [0.0, 1.0,0.0], [0.0, 0.0, 1.0] ] }, { "InferenceTime": { "All": 0.4144020080566406, "PostAI": 0.0002167224884033203, "Stream": 0.40537548065185547, "StartTime": 20211129132516.02, "EndTime": 20211129132516.43 }, "IsSuccess": true } ] } - 异物检测模式：
{ "infer_test.jpg": { "InferenceTime": {"All": 0.4303882122039795, "PostAI": 0.0005049705505371094, "Stream": 0.24739599227905273, "StartTime": 20211129132829.34, "EndTime": 20211129132829.77}, "IsSuccess": true, "Objects": [ {"Box": {"Angle": 0, "Height": 28, "Width": 27, "X": 407, "Y": 84}, "Classification": {}, "Label": "screw_1", "OCR": {}, "Score": 0.840820312, "Segmentation": {}, "result": "NG"}, {"Box": {"Angle": 0, "Height": 26, "Width": 26, "X": 717, "Y": 421}, "Classification": {}, "Label": "screw_1", "OCR": {}, "Score": 0.728027344, "Segmentation": {}, "result": "NG"}, {"Box": {"Angle": 0, "Height": 28, "Width": 26, "X": 732, "Y": 147}, "Classification": {}, "Label": "screw_1", "OCR": {}, "Score": 0.720703125, "Segmentation": {}, "result": "NG"}, {"Box": {"Angle": 0, "Height": 28, "Width": 28, "X": 394, "Y": 405}, "Classification": {}, "Label": "screw_1", "OCR": {}, "Score": 0.511230469, "Segmentation": {}, "result": "NG"}, {"Box": {"Angle": 0, "Height": 27, "Width": 26, "X": 261, "Y": 399}, "Classification": {}, "Label": "screw_1", "OCR": {}, "Score": 0.415039062, "Segmentation": {}, "result": "NG"}, {"Box": {"Angle": 0, "Height": 30, "Width": 32, "X": 391, "Y": 403}, "Classification": {}, "Label": "screw_5", "OCR": {}, "Score": 0.450195312, "Segmentation": {}, "result": "NG"}, {"Box": {"Angle": 0, "Height": 37, "Width": 42, "X": 306, "Y": 75}, "Classification": {}, "Label": "screw_5", "OCR": {}, "Score": 0.426513672, "Segmentation": {}, "result": "NG"} ], "Patterns": [], "Result": "OK" } }
工业OCR
- CRNN响应
{ "infer_test.jpg": { "InferenceTime": {"All": 0.01590132713317871, "PostAI": 4.9114227294921875e-05, "Stream": 0.01512742042541503, "StartTime": 20211129364536.13, "EndTime": 20211129364536.146}, "Texts": [ { "OCRText": "A113", "Quad": {}, "Score": 1.0 } ] } } - CTPN_CRNN响应
{ "infer_test.jpg": {"InferenceTime": {"All": 0.31487154960632324, "PostAI": 0.0009002685546875, "Stream": 0.23632454872131348, "StartTime": 20211129153605.17, "EndTime": 20211129153605.485}, "IsSuccess": true, "Texts": [ {"OCRText": "C","Quad": {"BottomLeft": {"X": 384, "Y": 445.861145}, "BottomRight": {"X": 441.599976, "Y": 445.861145}, "TopLeft": {"X": 384, "Y": 479.75}, "TopRight": {"X": 441.599976, "Y": 479.75}},"Score": 0.973144531}, {"OCRText": "AN", "Quad": {"BottomLeft": {"X": 614.4, "Y": 439.339294}, "BottomRight": {"X": 748.8, "Y": 439.339294},"TopLeft": {"X": 614.4, "Y": 500.577393}, "TopRight": {"X": 748.8, "Y": 500.577393}}, "Score": 0.962332606}, {"OCRText": "TRS", "Quad": {"BottomLeft": {"X": 537.6, "Y": 267.55835}, "BottomRight": {"X": 614.4, "Y": 267.55835}, "TopLeft": {"X": 537.6, "Y": 280.558319}, "TopRight": {"X": 614.4, "Y": 280.558319}}, "Score": 0.963501}, {"OCRText": "TMANTCS", "Quad": {"BottomLeft": {"X": 326.4, "Y": 344.923615}, "BottomRight": {"X": 576, "Y": 344.923615}, "TopLeft": {"X": 326.4, "Y": 359.503937}, "TopRight": {"X": 576, "Y": 359.503937}}, "Score": 0.910688937}, {"OCRText": "AAaTaEGS", "Quad": {"BottomLeft": {"X": 326.4, "Y": 368.289917}, "BottomRight": {"X": 518.399963, "Y": 368.289917}, "TopLeft": {"X": 326.4, "Y": 382.445435}, "TopRight": {"X": 518.399963, "Y": 382.445435}}, "Score": 0.925}, {"OCRText": "BaTaSaSAS", "Quad": {"BottomLeft": {"X": 326.4, "Y": 381.819702}, "BottomRight": {"X": 537.6, "Y": 381.819702}, "TopLeft": {"X": 326.4, "Y": 403.153}, "TopRight": {"X": 537.6, "Y": 403.153}}, "Score": 0.951704562}, {"OCRText": "AAINALS", "Quad": {"BottomLeft": {"X": 537.6, "Y": 278.56546}, "BottomRight": {"X": 672, "Y": 278.56546}, "TopLeft": {"X": 537.6, "Y": 296.130951}, "TopRight": {"X": 672, "Y": 296.130951}}, "Score": 0.955636144} ] } } - det_ocr模式：
{ "infer_test.jpg": [{ "Box": {"Y": 1400,"Width": 687,"Angle": 0,"X": 1311,"Height": 662}, "OCR": { "Quad": { "TopLeft": {"Y": 1066.30127,"X": 1824}, "BottomLeft": {"Y": 448.245911,"X": 1824}, "TopRight": {"Y": 1066.30127,"X": 3739.2}, "BottomRight": {"Y": 448.245911,"X": 3739.2} }, "OCRText": "AVC", "Score": 0.992489755 }, "Score": 0.953125, "Label": "nameplate" }, { "IsSuccess": true, "InferenceTime": { "All": 1.5591046810150146, "Stream": 0.5422663688659668, "PostAI": 0.0003387928009033203, "StartTime": 20211129153841.06, "EndTime": 20211129153842.619 } }] }
胶体检测
- WithoutReg模式：
{"infer_test.jpg": { "IsSuccess": true, "BlobContours": "Base64编码后的图像轮廓数据", "BlobMask": "Base64编码后的图像数据", "Blobs": [{"Area": 1873, "ID": 1, "Label": "battery"}, {"Area": 71, "ID": 2, "Label": "fan"}], "CodeType": "JPG", "InferenceTime": {"All": 0.6842312812805176, "PostAI": 0.013283491134643555, "Stream": 0.3668496608734131, "StartTime": 20211129110811.24, "EndTime": 20211129110811.92}, "LabelMap": {"0": "background", "1": "battery", "2": "fan" } } } - SetTemplate模式：
- 模板已设置：
{ "IsSuccess": true, "PodIds": "0", "PodsNum": 1, } - 模板未设置：
{ "IsSuccess": false "ErrorMsg": "can not find template, set the template first.", "PodId": "0", "PodsNum": 1, "ErrorCode": "60011" }
- 模板已设置：
- WithReg模式：
{"infer_test.jpg": { "IsSuccess": true, "result": "NG", "BlobContours": "Base64编码后的图像轮廓数据", "BlobMask": "Base64编码后的图像数据", "Blobs": [ {"ID": 1, "result": "OK", "Label": "battery", "Area": 40591, "Overlap": 0.8235} ], "MissedBlobs": [ {"ID": 2, "Label": "fan", "Area": 47089, "Overlap": 1} ], "InferenceTime": {"All": 1.041982650756836, "PostAI": 0.005155324935913086, "Stream": 0.7174561023712158, "StartTime": 20211129111432.11, "EndTime": 20211129111433.15}, "LabelMap": {"0": "background", "1": "battery", "2": "fan" } } } - det_seg模式：
{ "infer_test.jpg": [{ "Box": {"Y": 1696,"Width": 118,"Angle": 0,"X": 1982,"Height": 132}, "Segmentation": { "Box": { "Y": 1696, "Width": 118, "Angle": 0, "X": 1982, "Height": 132 }, "LabelMap": { "1": "battery", "0": "background" }, "Score": 1.0, "Mask": "Base64编码后的图像数据", "LabelMask": "Base64编码后的图像数据", "CodeType": "JPG" }, "Score": 0.00725821, "Label": "screw_5" }, { "IsSuccess": true, "InferenceTime": { "All": 1.0099523067474365, "Stream": 0.5503246784210205, "PostAI": 0.03273963928222656 "StartTime": 20211129161812.36, "EndTime": 20211129161813.37 } }] } - 标签外观缺陷检测：
{ "infer_test.jpg": [ { "Box": { "Angle": 0, "Height": 310, "Width": 952, "X": 1311, "Y": 901 }, "Classification": {}, "Label": "ok", "Msg": "No edge defect and wrinkle in image.", "Score": 0.762671828, "config_info": { "big": { "edge_defect_thres_all": 50, "physical_size": [ 70, 30 ], "pipeline_key": "tag_cls_1", "shape": [ 1, 128, 512, 3 ] }, "small": { "edge_defect_thres_all": 30, "physical_size": [ 70, 30 ], "pipeline_key": "tag_cls_2", "shape": [ 1, 128, 512, 3 ] } }, "defect_area_all": 0 }, { "InferenceTime": { "All": 0.7734987735748291, "EndTime": 20220129170708.598, "PostAI": 0.2647209167480469, "StartTime": 20220129170707.824, "Stream": 0.5020909309387207 }, "IsSuccess": true } ] } - 半导体质检：
{ "wafer.jpg": { "InferenceTime": { "All": 0.6395280361175537, "EndTime": 20211216113518.38, "PostAI": 0.18741631507873535, "StartTime": 20211216113517.74, "Stream": 0.145965576171875 }, "IsSuccess": true, "Prediction": { "bincode": "01", "blur_weight": 27.090372327443312, "center": [ 20635, 29919 ], "ref_image": "base64编码图片", "defect_point": [ 178.0, 261.0, 328.0, 411.0 ], "model_version": "00201Layer3_1.1.0", "show_prob": 0.9962272644042969 } } }
父主题： 推理API