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1. FPGA AI Suite Getting Started Guide
2. FPGA AI Suite Components
3. FPGA AI Suite Installation Overview
4. Installing the FPGA AI Suite Compiler and IP Generation Tools
5. Installing the FPGA AI Suite PCIe-Based Design Example Prerequisites
6. FPGA AI Suite Quick Start Tutorial
7. Running the Hostless DDR-Free Design Example
A. FPGA AI Suite Getting Started Guide Archives
B. FPGA AI Suite Getting Started Guide Document Revision History
4.1. Supported FPGA Families
4.2. Operating System Prerequisites
4.3. Installing the FPGA AI Suite with System Package Management Tools
4.4. Installing OpenVINO™ Toolkit
4.5. Installing Quartus® Prime Pro Edition Software
4.6. Setting Required Environment Variables
4.7. Installing Intel® Threading Building Blocks (TBB)
4.8. Finalizing Your FPGA AI Suite Installation
6.1. Creating a Working Directory
6.2. Preparing OpenVINO™ Model Zoo
6.3. Preparing a Model
6.4. Running the Graph Compiler
6.5. Preparing an Image Set
6.6. Programming the FPGA Device
6.7. Performing Inference on the PCIe-Based Example Design
6.8. Building an FPGA Bitstream for the PCIe Example Design
6.9. Building the Example FPGA Bitstreams
6.10. Preparing a ResNet50 v1 Model
6.11. Performing Inference on the Inflated 3D (I3D) Graph
6.12. Performing Inference on YOLOv3 and Calculating Accuracy Metrics
6.13. Performing Inference Without an FPGA Board
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6.12.1. Preparing a YOLOv3 Model
As stated in Preparing a Model, a model must be converted from a framework (such as TensorFlow, Caffe, or Pytorch) into a pair of .bin and .xml files before the FPGA AI Suite compiler (dla_compiler command) can ingest the model.
The following commands download the YOLOv3 TensorFlow model and run Model Optimizer:
source ~/build-openvino-dev/openvino_env/bin/activate omz_downloader --name yolo-v3-tf \ --output_dir $COREDLA_WORK/demo/models/ omz_converter --name yolo-v3-tf \ --download_dir $COREDLA_WORK/demo/models/ \ --output_dir $COREDLA_WORK/demo/models/
These commands create .bin and .xml files in the demo/models/public/yolo-v3-tf/FP32/ directory.