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πŸ“ŒAiDB : A toolbox for deep learning model deployment using C++. Abstract mainstream deep learning inference frameworks into unified interfaces, including ONNXRUNTIME, MNN, NCNN, TNN, PaddleLite, and OpenVINO. Provide deployment demo for multiple scenarios and languages. This project is not only used to record learning, but also a summary of my work over the past few years. If this project inspires you or helps you, welcome ⭐Star⭐ to support me, which is the driving force for me to keep updating! πŸ”

For more information, please refer to My GitHub

Demo Model name Model Type Pretrained From ONNX MNN NCNN OpenVINO TNN Paddle Lite

SCRFD_10G_WITH_KPS Face Detection insightface MEGA & Baidu[prv3] MEGA & Baidu[2sew] MEGA & Baidu[tpxe] MEGA & Baidu[m4u5] MEGA & Baidu[7ch9] MEGA & Baidu[75u6]

SCRFD_2.5G_WITH_KPS Face Detection insightface MEGA & Baidu[prv3] MEGA & Baidu[2sew] MEGA & Baidu[tpxe] MEGA & Baidu[m4u5] MEGA & Baidu[7ch9] MEGA & Baidu[75u6]
⬆️ SCRFD_500M_WITH_KPS Face Detection insightface MEGA & Baidu[prv3] MEGA & Baidu[2sew] MEGA & Baidu[tpxe] MEGA & Baidu[m4u5] MEGA & Baidu[7ch9] MEGA & Baidu[75u6]

PFPLD Face Landmark nniefacelib MEGA & Baidu[kufx] MEGA & Baidu[eciw] MEGA & Baidu[59jw] MEGA & Baidu[w6e7] MEGA & Baidu[d8qh] MEGA & Baidu[xeni]

BISENET Face Parsing face-parsing.PyTorch MEGA & Baidu[7hqw] MEGA & Baidu[rm5b] MEGA & Baidu[wx59] MEGA & Baidu[mcdi] MEGA & Baidu[vwj9] MEGA & Baidu[xzwk]

3DDFAV2_MB1_BASE Face Alignment 3DDFA_V2 MEGA & Baidu[ccei] MEGA & Baidu[nrrx] MEGA & Baidu[mqps] MEGA & Baidu[ydtb] MEGA & Baidu[rrgv] MEGA & Baidu[fkvc]

3DDFAV2_MB1_DENSE Face Alignment 3DDFA_V2 MEGA & Baidu[ccei] MEGA & Baidu[nrrx] MEGA & Baidu[mqps] MEGA & Baidu[ydtb] MEGA & Baidu[rrgv] MEGA & Baidu[fkvc]

3DDFAV2_MB05_BASE Face Alignment 3DDFA_V2 MEGA & Baidu[ccei] MEGA & Baidu[nrrx] MEGA & Baidu[mqps] MEGA & Baidu[ydtb] MEGA & Baidu[rrgv] MEGA & Baidu[fkvc]

3DDFAV2_MB05_DENSE Face Alignment 3DDFA_V2 MEGA & Baidu[ccei] MEGA & Baidu[nrrx] MEGA & Baidu[mqps] MEGA & Baidu[ydtb] MEGA & Baidu[rrgv] MEGA & Baidu[fkvc]

YOLOX_TINY Object Detection YOLOX MEGA & Baidu[vuwe] MEGA & Baidu[xf8g] MEGA & Baidu[tix9] MEGA & Baidu[3eij] MEGA & Baidu[4n7z] MEGA & Baidu[vd8x]

YOLOX_NANO Object Detection YOLOX MEGA & Baidu[vuwe] MEGA & Baidu[xf8g] MEGA & Baidu[tix9] MEGA & Baidu[3eij] MEGA & Baidu[4n7z] MEGA & Baidu[vd8x]
⬆️ YOLOX_S Object Detection YOLOX MEGA & Baidu[vuwe] MEGA & Baidu[xf8g] MEGA & Baidu[tix9] MEGA & Baidu[3eij] MEGA & Baidu[4n7z] MEGA & Baidu[vd8x]
⬆️ YOLOX_M Object Detection YOLOX MEGA & Baidu[vuwe] MEGA & Baidu[xf8g] MEGA & Baidu[tix9] MEGA & Baidu[3eij] MEGA & Baidu[4n7z] MEGA & Baidu[vd8x]
⬆️ YOLOX_L Object Detection YOLOX MEGA & Baidu[vuwe] MEGA & Baidu[xf8g] MEGA & Baidu[tix9] MEGA & Baidu[3eij] MEGA & Baidu[4n7z] MEGA & Baidu[vd8x]
⬆️ YOLOX_X Object Detection YOLOX MEGA & Baidu[vuwe] MEGA & Baidu[xf8g] MEGA & Baidu[tix9] MEGA & Baidu[3eij] MEGA & Baidu[4n7z] MEGA & Baidu[vd8x]
⬆️ YOLOX_DARKNET Object Detection YOLOX MEGA & Baidu[vuwe] MEGA & Baidu[xf8g] MEGA & Baidu[tix9] MEGA & Baidu[3eij] MEGA & Baidu[4n7z] MEGA & Baidu[vd8x]

YOLOV7_TINY Object Detection yolov7 MEGA & Baidu[uax8] MEGA & Baidu[s7qm] MEGA & Baidu[nzun] MEGA & Baidu[4dmi] MEGA & Baidu[5y8d] MEGA & Baidu[c5d5]

YOLOV7_TINY_GRID Object Detection yolov7 MEGA & Baidu[uax8] MEGA & Baidu[s7qm] ❎ MEGA & Baidu[4dmi] MEGA & Baidu[5y8d] MEGA & Baidu[c5d5]
⬆️ YOLOV7 Object Detection yolov7 MEGA & Baidu[uax8] MEGA & Baidu[s7qm] MEGA & Baidu[nzun] MEGA & Baidu[4dmi] MEGA & Baidu[5y8d] MEGA & Baidu[c5d5]
⬆️ YOLOV7_GRID Object Detection yolov7 MEGA & Baidu[uax8] MEGA & Baidu[s7qm] ❎ MEGA & Baidu[4dmi] MEGA & Baidu[5y8d] MEGA & Baidu[c5d5]
⬆️ YOLOV7X Object Detection yolov7 MEGA & Baidu[uax8] MEGA & Baidu[s7qm] MEGA & Baidu[nzun] MEGA & Baidu[4dmi] MEGA & Baidu[5y8d] MEGA & Baidu[c5d5]
⬆️ YOLOV7X_GRID Object Detection yolov7 MEGA & Baidu[uax8] MEGA & Baidu[s7qm] ❎ MEGA & Baidu[4dmi] MEGA & Baidu[5y8d] MEGA & Baidu[c5d5]
⬆️ YOLOV7_D6_GRID Object Detection yolov7 MEGA & Baidu[uax8] MEGA & Baidu[s7qm] ❎ MEGA & Baidu[4dmi] MEGA & Baidu[5y8d] MEGA & Baidu[c5d5]
⬆️ YOLOV7_E6_GRID Object Detection yolov7 MEGA & Baidu[uax8] MEGA & Baidu[s7qm] ❎ MEGA & Baidu[4dmi] MEGA & Baidu[5y8d] MEGA & Baidu[c5d5]

YOLOV8_N Object Detection ultralytics MEGA & Baidu[ztvu] MEGA & Baidu[bwx7] MEGA & Baidu[ihu9] MEGA & Baidu[z5mq] MEGA & Baidu[qy7k] MEGA & Baidu[qb2a]

YOLOV8_S Object Detection ultralytics MEGA & Baidu[ztvu] MEGA & Baidu[bwx7] MEGA & Baidu[ihu9] MEGA & Baidu[z5mq] MEGA & Baidu[qy7k] MEGA & Baidu[qb2a]
⬆️ YOLOV8_M Object Detection ultralytics MEGA & Baidu[ztvu] MEGA & Baidu[bwx7] MEGA & Baidu[ihu9] MEGA & Baidu[z5mq] MEGA & Baidu[qy7k] MEGA & Baidu[qb2a]
⬆️ YOLOV8_L Object Detection ultralytics MEGA & Baidu[ztvu] MEGA & Baidu[bwx7] MEGA & Baidu[ihu9] MEGA & Baidu[z5mq] MEGA & Baidu[qy7k] MEGA & Baidu[qb2a]
⬆️ YOLOV8_X Object Detection ultralytics MEGA & Baidu[ztvu] MEGA & Baidu[bwx7] MEGA & Baidu[ihu9] MEGA & Baidu[z5mq] MEGA & Baidu[qy7k] MEGA & Baidu[qb2a]

MOVENET KeyPoints Detection movenet.pytorch MEGA & Baidu[q5i8] MEGA & Baidu[fpia] MEGA & Baidu[yhdp] MEGA & Baidu[43hb] MEGA & Baidu[m73t] MEGA & Baidu[h7th]

PADDLE_OCR OCR PaddleOCR MEGA & Baidu[m1ru] MEGA & Baidu[a3hb] MEGA & Baidu[pri5] MEGA & Baidu[81nm] ❎ MEGA & Baidu[qkc9]
🈚️ MOBILE_VIT_S Classification MobileViT MEGA & Baidu[mgpn] MEGA & Baidu[576h] ❎ MEGA & Baidu[6nkb] ❎ ❎
🈚️ MOBILE_VIT_XXS Classification MobileViT MEGA & Baidu[mgpn] MEGA & Baidu[576h] ❎ MEGA & Baidu[6nkb] ❎ ❎

ANIME_PAPRIKA Gan AnimeGANv2 MEGA & Baidu[2xa6] MEGA & Baidu[niqg] ❎ MEGA & Baidu[q8uv] ❎ ❎
⬆️ ANIME_PAPRIKA_DYN Gan AnimeGANv2 MEGA & Baidu[2xa6] MEGA & Baidu[niqg] ❎ MEGA & Baidu[q8uv] ❎ ❎

ANIME_FACEPAINT_V1 Gan AnimeGANv2 MEGA & Baidu[2xa6] MEGA & Baidu[niqg] ❎ MEGA & Baidu[q8uv] ❎ ❎
⬆️ ANIME_FACEPAINT_V1_DYN Gan AnimeGANv2 MEGA & Baidu[2xa6] MEGA & Baidu[niqg] ❎ MEGA & Baidu[q8uv] ❎ ❎

ANIME_FACEPAINT_V2 Gan AnimeGANv2 MEGA & Baidu[2xa6] MEGA & Baidu[niqg] ❎ MEGA & Baidu[q8uv] ❎ ❎
⬆️ ANIME_FACEPAINT_V2_DYN Gan AnimeGANv2 MEGA & Baidu[2xa6] MEGA & Baidu[niqg] ❎ MEGA & Baidu[q8uv] ❎ ❎

ANIME_CELEBA Gan AnimeGANv2 MEGA & Baidu[2xa6] MEGA & Baidu[niqg] ❎ MEGA & Baidu[q8uv] ❎ ❎
⬆️ ANIME_CELEBA_DYN Gan AnimeGANv2 MEGA & Baidu[2xa6] MEGA & Baidu[niqg] ❎ MEGA & Baidu[q8uv] ❎ ❎

MOBILE_STYLEGAN Gan MobileStyleGAN.pytorch MEGA & Baidu[d5dk] MEGA & Baidu[tcic] ❎ MEGA & Baidu[n79w] ❎ ❎

MOBILE_SAM SAM MobileSAM MEGA & Baidu[waxt] MEGA & Baidu[77rn] ❎ MEGA & Baidu[yrph] ❎ ❎

MOBILE_SAM SAM MobileSAM MEGA & Baidu[waxt] MEGA & Baidu[77rn] ❎ MEGA & Baidu[yrph] ❎ ❎

ThinPlateSplineMotionModel Thin-Plate-Spline-Motion-Model MEGA & Baidu[fcxw] MEGA & Baidu[eh3w] ❎ MEGA & Baidu[sdkv] ❎ ❎

StableDiffusionInpainting StableDiffusion stable-diffusion-inpainting huggingface ❎ ❎ ❎ ❎ ❎

StableDiffusionControlNetImg2Img StableDiffusion ControlNet huggingface ❎ ❎ ❎ ❎ ❎
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