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update readme, add repo flow diagram #16

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# Infinite-ISP
Infinite-ISP is a full-stack ISP development platform - from algorithm development to RTL design, FPGA/ASIC implementation, and associated firmware, tools, etc. It offers a unified platform that empowers ISP developers to accelerate ISP innovation. It includes a complete collection of camera pipeline modules written in Python, an FPGA bitstream & the associated Firmware for the implementation of the pipeline on the Kria KV260 development board, and lastly, a stand-alone Python-based Tuning Tool application for the pipeline. The main components of the Infinite-ISP project are listed below:

| Repository name | Description |
| ------------- | ------------- |
| **[Infinite-ISP_AlgorithmDesign](https://github.com/10x-Engineers/Infinite-ISP)** | Python based model of the Infinite-ISP pipeline for algorithm development |
| **[Infinite-ISP_ReferenceModel](https://github.com/10x-Engineers/Infinite-ISP_ReferenceModel)** :anchor: | Python based fixed-point model of the Infinite-ISP pipeline for hardware implementation |
| **[Infinite-ISP_FPGABinaries](https://github.com/10x-Engineers/Infinite-ISP_FPGABinaries)** | FPGA binaries (bitstream + firmware executable) for the Xilinx® Kria KV260’s XCK26 Zynq UltraScale+ MPSoCA|
| **[Infinite-ISP_Firmware](https://github.com/10x-Engineers/Infinite-ISP_Firmware)** | Firmware for the Kria kV260’s embedded Arm® Cortex®A53 processor|
| **[Infinite-ISP_TuningTool](https://github.com/10x-Engineers/Infinite-ISP_TuningTool)** | Collection of calibration and analysis tools for the Infinite-ISP |
Infinite-ISP is a full-stack ISP development platform designed for all aspects of a hardware ISP. It includes a collection of camera pipeline modules written in Python, a fixed-point reference model, an optimized RTL design, an FPGA integration framework and its associated firmware ready for Xilinx® Kria KV260 development board. The platform features a stand-alone Python-based Tuning Tool that allows tuning of ISP parameters for different sensors and applications. Finally, it also offers a software solution for Linux by providing required drivers and a custom application development stack to bring Infinite-ISP to the Linux platforms.


![](docs/assets/Infinite-ISP_Repo_Flow.png)

| Sr. | Repository name | Description |
|---------| ------------- | ------------- |
| 1 | **[Infinite-ISP_AlgorithmDesign](https://github.com/10x-Engineers/Infinite-ISP)** | Python based model of the Infinite-ISP pipeline for algorithm development |
| 2 | **[Infinite-ISP_ReferenceModel](https://github.com/10x-Engineers/Infinite-ISP_ReferenceModel)** :anchor: | Python based fixed-point model of the Infinite-ISP pipeline for hardware implementation |
| 3 | **[Infinite-ISP_RTL](https://github.com/10x-Engineers/Infinite-ISP_RTL)** | RTL Verilog design of the image signal processor based on the Reference Model |
| 4 | **[Infinite-ISP_AutomatedTesting](https://github.com/10x-Engineers/Infinite-ISP_AutomatedTesting)** | A framework to enable the automated block and multi-block level testing of the image signal processor to ensure a bit accurate design |
| 5 | **FPGA Implementation** | FPGA implementation of Infinite-ISP on <br> <ul><li>Xilinx® Kria KV260’s XCK26 Zynq UltraScale + MPSoC **[Infinite-ISP_FPGA_XCK26](https://github.com/10x-Engineers/Infinite-ISP_FPGA_XCK26)** </li></ul> |
| 6 | **[Infinite-ISP_FPGABinaries](https://github.com/10x-Engineers/Infinite-ISP_FPGABinaries)** | FPGA binaries (bitstream + firmware executable) for the Xilinx® Kria KV260’s XCK26 Zynq UltraScale + MPSoC|
| 7 | **[Infinite-ISP_TuningTool](https://github.com/10x-Engineers/Infinite-ISP_TuningTool)** | Collection of calibration and analysis tools for the Infinite-ISP |
| 8 | **[Infinite-ISP_LinuxCameraStack](https://github.com/10x-Engineers/Infinite-ISP_LinuxCameraStack.git)** | Extending Linux support to Infinite-ISP and the developement of Linux-based camera application stack |

**[Request Access](https://docs.google.com/forms/d/e/1FAIpQLSfOIldU_Gx5h1yQEHjGbazcUu0tUbZBe0h9IrGcGljC5b4I-g/viewform?usp=sharing)** to **Infinite-ISP_RTL, Infinite-ISP_AutomatedTesting** and **Infinite-ISP_FPGA_XCK26** repositories


# Infinite-ISP Reference Model: A Python-based Model for RTL Implementation of Camera Pipeline Modules

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