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working
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Achievement: Starstruckx2

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@ZJDoc @ZJCV

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zjykzj/README.md

ZJYKZJ

Computer Vision & Edge AI · From training to inference, running models on real hardware

👋 About

I work on the engineering side of computer vision — model development, inference optimization, and edge deployment. I believe a model's value is measured by how it performs on real hardware.

🎯 Focus

Vision Models Object detection, segmentation, OCR, face, ReID, fine-grained classification. YOLO family, CRNN/CTC, multimodal models — from paper to production.

Model Engineering ONNX, TensorRT, Triton. Pruning, distillation, quantization. CV workflow toolkits spanning data processing, model export, inference, and evaluation.

Edge Deployment NVIDIA Jetson, Huawei Ascend, SOPHON, Horizon, Rockchip RKNN. C++ multi-stream inference, model acceleration, cross-platform adaptation.

🧰 Tech Stack

Languages & Tools

Python C++ Shell Script Git CMake

Computer Vision & Deep Learning

PyTorch OpenCV Ultralytics ONNX Runtime NVIDIA TensorRT Triton Inference Server

Infrastructure & Deployment

Docker Flask Celery RabbitMQ Nginx GitHub Actions

Edge Platforms

NVIDIA Jetson Huawei Ascend SOPHON Horizon Robotics Rockchip RKNN Moore Threads

Pinned Loading

  1. DataFlow-CV DataFlow-CV Public

    🌊 Everything your model doesn't do. Analyse, convert, visualize, evaluate — a single CLI for all CV data.

    Python

  2. ModelFlow ModelFlow Public

    CV model deployment toolkit: export → infer → eval, across ONNX Runtime, TensorRT, and Triton.

    Python

  3. llamafactory-lora-vllm llamafactory-lora-vllm Public

    Workflow for LoRA fine-tuning with LLamaFactory and high-performance inference deployment via vLLM.

    Python

  4. YOLO11Face YOLO11Face Public

    [ultralytics v8.3.75][yolov8/yolo11-pose][WIDER FACE]Upgrade YOLO5Face to YOLO8Face and YOLO11Face

    Python 32 1

  5. crnn-ctc crnn-ctc Public

    CRNN/LPRNet/STNet + CTC + CCPD

    Python 28 6

  6. ZJCV/ZCls ZJCV/ZCls Public archive

    Object Classification Training Framework

    Python 141 21