mjpegZero — FPGA Hardware Motion JPEG Encoder

Author: Leonardo Capossio - bard0 design - hello@bard0.com

Synthesizable MJPEG encoder written in behavioral Verilog 2001, with a native VHDL-1993 port under rtl/vhdl/, AXI interfaces, and up to 1080p30 on low end AMD/Xilinx 7-Series FPGAs. Two operating modes: Full encodes with runtime quality control; Lite encodes with ~47% smaller LUT footprint and fixed synthesis-time quality.

A Python reference encoder is included for validation and test vector generation.

Index

Architecture _{↑ Top}

mjpegZero encoder top-level architecture

The editable diagram spec docs/architecture.json and rendered SVG docs/architecture.svg were created with the hdldiagZero skill.

Interfaces _{↑ Top}

Video Input — AXI4-Stream Slave _{↑ Top}

Signal	Width	Direction	Description
`s_axis_vid_tdata`	16/24	In	YUYV (16-bit) or RGB (24-bit, when `RGB_INPUT=1`)
`s_axis_vid_tvalid`	1	In	Data valid
`s_axis_vid_tready`	1	Out	Backpressure
`s_axis_vid_tlast`	1	In	End of scanline
`s_axis_vid_tuser`	1	In	Start of frame (first pixel)

YUYV mode (RGB_INPUT=0, default): 16-bit words. Even-indexed words carry {Cb, Y}, odd-indexed carry {Cr, Y}. One word per pixel.

RGB mode (RGB_INPUT=1): 24-bit words {R[23:16], G[15:8], B[7:0]}. One word per pixel. An internal BT.601 color converter produces YUYV for the pipeline.

JPEG Output — AXI4-Stream Master (8-bit) _{↑ Top}

Signal	Width	Direction	Description
`m_axis_jpg_tdata`	8	Out	JPEG byte
`m_axis_jpg_tvalid`	1	Out	Byte valid
`m_axis_jpg_tlast`	1	Out	End of JPEG frame

Output is a complete JFIF file (SOI through EOI) per frame. Byte stuffing (0xFF → 0xFF 0x00) is handled internally.

No backpressure. The output has no tready signal — the consumer must always accept data when tvalid is asserted. This is safe because compression reduces the data rate well below the input rate. If the downstream sink may stall (e.g., shared DMA bus), place a small FIFO (256–512 bytes) between the encoder output and the sink.

Control — AXI4-Lite Slave (32-bit) _{↑ Top}

Offset	Name	Access	Description
0x00	CTRL	R/W	`[0]` enable, `[1]` soft_reset
0x04	STATUS	R/W1C	`[0]` busy, `[1]` frame_done
0x08	FRAME_CNT	RO	Completed frame count
0x0C	QUALITY	R/W	JPEG quality factor (1–100, default 95)
0x10	RESTART	R/W	Restart interval in MCUs (0 = disabled)
0x14	FRAME_SIZE	RO	Byte count of last completed frame

Parameters _{↑ Top}

Parameter	Default	Description
`LITE_MODE`	1	0 = full (1080p30, runtime quality), 1 = lite (720p60)
`LITE_QUALITY`	95	Synthesis-time quality 1–100, used when LITE_MODE=1
`IMG_WIDTH`	1280	Input image width in pixels (multiple of 16)
`IMG_HEIGHT`	720	Input image height in pixels (multiple of 8)
`EXIF_ENABLE`	0	1 = embed APP1/EXIF segment immediately after APP0
`EXIF_X_RES`	72	EXIF XResolution numerator (DPI when `EXIF_RES_UNIT=2`)
`EXIF_Y_RES`	72	EXIF YResolution numerator
`EXIF_RES_UNIT`	2	EXIF ResolutionUnit: 1 = no unit, 2 = inch, 3 = cm
`RGB_INPUT`	0	1 = 24-bit `{R,G,B}` AXI4-Stream input; 0 = 16-bit YUYV (default)

Capabilities _{↑ Top}

Standard: Baseline JPEG (ITU-T T.81), JFIF 1.01 container
Chroma: YUV 4:2:2 (H=2, V=1 subsampling)
Tables: Standard Huffman tables (Annex K), standard quantization tables
Quality: Runtime via AXI4-Lite register (1–100) in full mode; synthesis-time via LITE_QUALITY (1–100, default 95) in lite mode
Resolution: Parameterizable; validated at 1920×1080, 1280×720, and 640×480
Frame rate: 1080p30 (full mode), 720p60 (lite mode), both at 150 MHz
Output: Complete JFIF files with SOI, APP0, [APP1/EXIF], DQT, SOF0, DHT, SOS, DRI/RST, EOI
EXIF: Optional APP1/EXIF segment (EXIF_ENABLE=1) with XResolution, YResolution, ResolutionUnit IFD0 tags
RGB input: Optional built-in BT.601 color converter (RGB_INPUT=1) accepts 24-bit {R,G,B} and produces YUYV internally

Performance _{↑ Top}

Both modes run at 150 MHz, delivering 2,343,750 blocks/sec with ~1 MCU row latency (8 lines).

Metric	Full Mode	Lite Mode
Use case	HD capture, quality tuning	Cost-sensitive streaming
Target resolution	1920×1080 (1080p30)	1280×720 (720p60)
Quality	Runtime adjustable (1–100)	Synthesis-time (1–100, Q95 default)
Pipeline headroom	1080p30: 83%	720p60: 74%

Compression (Mandrill test image) _{↑ Top}

Image	Quality	Uncompressed (RGB)	JPEG Output	Ratio	Bits/pixel	PSNR vs original
512×512	Q95	768 KB	211 KB	3.6:1	5.29	42.38 dB¹
1280×720	Q95	2,700 KB	569 KB	4.7:1	4.93	37.77 dB
1280×720	Q75	2,700 KB	230 KB	11.8:1	2.04	38.45 dB

¹ 42.38 dB is the coefficient-level PSNR of the RTL output vs the Python reference (measures how closely the RTL matches the reference encoder, not the original image).

Hardware verification — Mandrill 1280×720, Q75 (Original | HW output | RTL sim | Diff×8):

HW and RTL simulation outputs are byte-exact. The current Arty A7-100T post-fcapz Verilog and VHDL bitstreams both pass the Mandrill 720p Q75 hardware test with identical 235,118-byte JPEG output and Y-PSNR 38.45 dB versus the original image.

Resource Usage _{↑ Top}

The numbers below are for the mjpegzero_enc_top encoder core only. They do not include board wrappers, debug bridges, ELAs, or demo readback buffers. Reports are generated by scripts/synth/amd/run_core_synth.tcl for an XC7A100T target at 150 MHz.

Configuration	HDL	LUTs	FFs	BRAM tiles	DSPs	WNS
Core, `LITE_MODE=0`, 1920x1080, runtime quality	Verilog	2,155	1,029	16	23	+0.516 ns
Core, `LITE_MODE=0`, 1920x1080, runtime quality	VHDL	2,146	1,031	16	23	+0.326 ns
Core, `LITE_MODE=1`, 1280x720, Q95	Verilog	1,828	980	11	21	+0.516 ns
Core, `LITE_MODE=1`, 1280x720, Q95	VHDL	1,820	973	11	21	+0.326 ns

Use python scripts/check_core_resources.py --run-synth to regenerate the Verilog/VHDL apples-to-apples comparison.

Pipeline Modules _{↑ Top}

Module	Verilog Source	VHDL Source	Description
RGB/YUYV Converter	`rtl/rgb_to_ycbcr.v`	`rtl/vhdl/rgb_to_ycbcr.vhd`	Optional BT.601 3-stage pipeline; enabled by `RGB_INPUT=1`
Input Buffer	`rtl/input_buffer.v`	`rtl/vhdl/input_buffer.vhd`	YUYV de-interleave, 8-line BRAM buffer, MCU-order output
1D DCT	`rtl/dct_1d.v`	`rtl/vhdl/dct_1d.vhd`	8-point forward DCT, matrix multiply with 13-bit cosine ROM
2D DCT	`rtl/dct_2d.v`	`rtl/vhdl/dct_2d.vhd`	Row-column decomposition with transpose buffer
Quantizer	`rtl/quantizer.v`	`rtl/vhdl/quantizer.vhd`	Multiply-by-reciprocal, 4-stage pipeline
Zigzag Reorder	`rtl/zigzag_reorder.v`	`rtl/vhdl/zigzag_reorder.vhd`	ROM-based address remap, double-buffered
Huffman Encoder	`rtl/huffman_encoder.v`	`rtl/vhdl/huffman_encoder.vhd`	Multi-cycle FSM, full DC/AC standard tables
Bitstream Packer	`rtl/bitstream_packer.v`	`rtl/vhdl/bitstream_packer.vhd`	64-bit accumulator, byte stuffing
JFIF Writer	`rtl/jfif_writer.v`	`rtl/vhdl/jfif_writer.vhd`	Header ROM, SOI/APP0/[APP1-EXIF]/DQT/EOI state machine
AXI4-Lite Regs	`rtl/axi4_lite_regs.v`	`rtl/vhdl/axi4_lite_regs.vhd`	Control/status register file
SDP BRAM	`rtl/bram_sdp.v`	`rtl/vhdl/bram_sdp.vhd`	Vendor-neutral behavioral simple dual-port RAM
Top-Level	`rtl/mjpegzero_enc_top.v`	`rtl/vhdl/mjpegzero_enc_top.vhd`	Pipeline integration and frame control
Timing Wrapper	`rtl/synth_timing_wrapper.v`	`rtl/vhdl/synth_timing_wrapper.vhd`	I/O flip-flops for synthesis timing analysis

The encoder is maintained in behavioural Verilog 2001 and native VHDL-1993. The encoder core has no vendor-specific RTL primitives. The simple dual-port RAM wrappers are behavioral in both Verilog and VHDL.

Quick Start _{↑ Top}

Prerequisites _{↑ Top}

AMD/Xilinx Vivado 2020.2+ (tested with 2025.2)
Python 3.8+ with NumPy, SciPy, Pillow (for reference encoder)
FFmpeg (for validation)

pip install -r python/requirements.txt

Verification _{↑ Top}

The verification suite is split into three tiers. The first two tiers require only Python and iverilog — they are what GitHub Actions CI runs on every push. The third tier requires Vivado and is for local full-frame validation.

Tier 1 — Python-only (no simulator, no Vivado) _{↑ Top}

# Huffman ROM tables match ITU-T T.81 Annex K
python python/verify_huffman_rom.py

# LITE_QUALITY quantisation & reciprocal tables match Python reference
python python/verify_lite_quality.py

# Python reference encoder: encode 720p mandrill, decode, report PSNR
python python/test_encoder.py

# Visual quality check: side-by-side Original | JPEG decoded | Difference×8
python python/mandrill_compare.py --quality 95
python python/mandrill_compare.py --quality 75 --out compare_q75.png

Tier 2 — RTL simulation with iverilog ← CI path _{↑ Top}

Compiles all RTL with iverilog, runs the CI testbench, and compares output JPEG coefficients block-by-block against Python reference files for Q=50, 75, 95. Pass criterion: max coefficient difference ≤ 1 (fixed-point rounding tolerance).

# Full mode (LITE_MODE=0, runtime quality via AXI4-Lite)
python python/verify_rtl_sim.py

# Lite mode (LITE_MODE=1, synthesis-time quality tables)
python python/verify_rtl_sim.py --lite

# With VCD dump
python python/verify_rtl_sim.py --dump-vcd

# RGB_INPUT=1 functional test (24-bit RGB through built-in color converter)
python python/verify_rtl_sim.py --rgb
python python/verify_rtl_sim.py --lite --rgb

# Random input backpressure gaps (tests input_buffer gap handling)
python python/verify_rtl_sim.py --gaps

# Minimum-width 16×8 frame (1 MCU — corner case for MCU column counter)
python python/verify_rtl_sim.py --min-width

# EXIF APP1 segment validation (full mode, 72 DPI default)
python python/verify_exif.py
python python/verify_exif.py --lite --x-res 96 --y-res 96 --res-unit 2

# AXI4-Lite register coverage (2-frame encode, reads back QUALITY/FRAME_CNT/FRAME_SIZE/STATUS)
python python/verify_axi_regs.py
python python/verify_axi_regs.py --lite

Requires: iverilog / vvp on PATH, Python ≥ 3.8 with NumPy. RTL simulation uses the same behavioral rtl/bram_sdp.v as synthesis.

Verilator code coverage (optional, requires Verilator ≥ 4.2) _{↑ Top}

Compiles the RTL with --coverage, runs six scenarios designed to hit all major code paths (Q=50/75/95, flat-gray image for DC/EOB paths, checkerboard image for ZRL paths, and an EXIF_ENABLE=1 build for EXIF state coverage), merges the coverage data, and generates an LCOV report.

# Full mode — Q=50/75/95 + flat + checkerboard + EXIF run
python python/run_coverage.py

# Lite mode
python python/run_coverage.py --lite

# With HTML report (requires lcov/genhtml)
python python/run_coverage.py --html

# Custom quality set
python python/run_coverage.py --qualities 75,95

Coverage data is written to build/coverage/. LCOV info at build/coverage/coverage.info; HTML report (if --html) at build/coverage/html/index.html.

Tier 3 — Full 720p Vivado simulation (local only, requires Vivado) _{↑ Top}

python scripts/run_sim.py 720p           # no waveforms
python scripts/run_sim.py 720p vcd       # + VCD dump → build/sim/tb_mjpegzero_enc.vcd
python scripts/run_sim.py lite vcd       # lite mode with VCD

Output JPEG is written to build/sim/sim_output.jpg. Verified PSNR vs original: 37.77 dB.

FuseSoC _{↑ Top}

The core is described in mjpegzero.core (CAPI2 format).

# Add core to local library
fusesoc library add mjpegzero .

# Run simulation (icarus, full mode)
fusesoc run --target sim bard0-design:mjpegzero:mjpegzero_enc

# Run simulation (lite mode)
fusesoc run --target sim_lite bard0-design:mjpegzero:mjpegzero_enc

# Lint with Verilator
fusesoc run --target lint bard0-design:mjpegzero:mjpegzero_enc

# Synthesize for AMD/Xilinx Arty A7-100T
fusesoc run --target synth_amd bard0-design:mjpegzero:mjpegzero_enc

# Override parameters
fusesoc run --target sim bard0-design:mjpegzero:mjpegzero_enc \
  --LITE_MODE 0 --IMG_WIDTH 1920 --IMG_HEIGHT 1080

Available targets: sim, sim_lite, lint, synth_amd, synth_amd_lite.

To use mjpegZero as a dependency in your own FuseSoC project, add to your .core file:

depend:
  - bard0-design:mjpegzero:mjpegzero_enc:0.1.0

LiteX Integration _{↑ Top}

A project-local LiteX wrapper is provided in integrations/litex/mjpegzero.py. It adds the Verilog sources to a LiteX platform, instantiates mjpegzero_enc_top, exposes a LiteX video stream sink, exposes a JPEG byte stream source, and keeps the core register file on AXI-Lite.

from integrations.litex.mjpegzero import MjpegZero, MjpegZeroConfig

encoder = MjpegZero(
    platform,
    config=MjpegZeroConfig(
        lite_mode=1,
        lite_quality=75,
        img_width=1280,
        img_height=720,
        rgb_input=0,
    ),
    vendor="xilinx7",
    jpeg_fifo_depth=512,
)

# encoder.video_sink:  data/valid/ready/last/user input stream
# encoder.jpeg_source: data/valid/ready/last JPEG byte stream
# encoder.axi_lite:    AXI-Lite control/status register bus

The encoder's native JPEG output has no tready. The LiteX wrapper therefore inserts an optional stream FIFO and exposes jpeg_overflow as a sticky indicator if the downstream consumer stalls longer than the FIFO can absorb.

Run Synthesis _{↑ Top}

# Using the master runner (recommended):
python scripts/run_all.py synth               # Full mode, AMD/Xilinx (default)
python scripts/run_all.py synth --vendor amd
python scripts/run_all.py impl  --vendor amd

# Direct Vivado invocation:
# Full mode (1920×1080, 150 MHz, runtime quality)
vivado -mode batch -source scripts/synth/amd/run_synth.tcl

# Lite mode (1280×720, 150 MHz, default Q95)
vivado -mode batch -source scripts/synth/amd/run_synth.tcl -tclargs lite

# Lite mode with custom quality (e.g., Q80)
vivado -mode batch -source scripts/synth/amd/run_synth.tcl -tclargs lite 80

# Native VHDL-1993 encoder synthesis
vivado -mode batch -source scripts/synth/amd/run_synth_vhdl.tcl
vivado -mode batch -source scripts/synth/amd/run_synth_vhdl.tcl -tclargs lite 80

# Core-only Verilog/VHDL resource comparison
vivado -mode batch -source scripts/synth/amd/run_core_synth.tcl -tclargs verilog
vivado -mode batch -source scripts/synth/amd/run_core_synth.tcl -tclargs vhdl
python scripts/check_core_resources.py

Reports are written to build/synth/ or build/synth_lite/.

AMD/Vivado and Altera/Quartus scripts are fully implemented. Synthesis scripts for Lattice Radiant, Microchip Libero, Efinix Efinity, and GoWin EDA are scaffolded in scripts/synth/<vendor>/ — implement the tool-specific Tcl flow. Contributions welcome — see CONTRIBUTING.md.

Run Implementation (Place & Route) _{↑ Top}

python scripts/run_all.py impl

Reports are written to build/impl/.

Utility Scripts _{↑ Top}

Script	Purpose
`python/mandrill_compare.py`	Encode/decode the mandrill image and produce a side-by-side PNG: Original \| JPEG decoded \| Difference×8.
`python/compare_jpeg_scan.py`	Block-by-block DCT coefficient comparison between two JPEG files.
`python/verify_exif.py`	RTL simulation test for the APP1/EXIF segment; validates all IFD0 fields byte-by-byte.
`python/verify_axi_regs.py`	AXI4-Lite register coverage test: QUALITY, FRAME_CNT, FRAME_SIZE, STATUS W1C, RESTART (2-frame encode).
`python/run_coverage.py`	Verilator `--coverage` driver: compiles RTL, runs Q=50/75/95 + flat/checker/EXIF scenarios, merges `.dat` files, produces LCOV report.
`python/generate_test_vectors.py`	Generates all simulation test vectors including `yuyv_input.hex`, `yuyv_flat.hex` (DC/EOB coverage), and `yuyv_checker.hex` (ZRL coverage).
`python/gen_huffman_rom.py`	Regenerate the Huffman ROM `initial` block in `rtl/huffman_encoder.v` from the standard BITS/VALS arrays.
`python/gen_lite_tables.py`	Regenerate the LITE_QUALITY quantisation table `initial` blocks in `rtl/quantizer.v`.
`python/yuyv_convert.py`	Shared RGB-to-YUYV conversion for RTL simulation and hardware tests.
`scripts/hw_test_mandrill.py`	End-to-end hardware verification through fcapz: converts mandrill 720p, runs RTL sim + HW encode, compares outputs.

Integration Example _{↑ Top}

mjpegzero_enc_top #(
    .IMG_WIDTH    (1920),
    .IMG_HEIGHT   (1080),
    .LITE_MODE    (0),         // 1 = fixed quality, 720p, ~47% fewer LUTs
    .LITE_QUALITY (95),        // Synthesis-time quality (1-100), lite mode only
    // Optional: EXIF APP1 segment
    .EXIF_ENABLE  (1),         // 0 = no EXIF (default)
    .EXIF_X_RES   (72),        // XResolution numerator (DPI)
    .EXIF_Y_RES   (72),        // YResolution numerator
    .EXIF_RES_UNIT(2),         // 2 = inch
    // Optional: RGB input path (set to 0 for standard YUYV input)
    .RGB_INPUT    (0)          // 1 = 24-bit {R,G,B} AXI4-Stream input
) u_mjpeg (
    .clk               (pixel_clk),        // 150 MHz
    .rst_n             (sys_rst_n),

    // Connect to video source (camera, framebuffer, etc.)
    .s_axis_vid_tdata  (video_tdata),       // 16-bit YUYV
    .s_axis_vid_tvalid (video_tvalid),
    .s_axis_vid_tready (video_tready),
    .s_axis_vid_tlast  (video_tlast),       // End of line
    .s_axis_vid_tuser  (video_tuser),       // Start of frame

    // Connect to DMA or output FIFO (no backpressure — always accept)
    .m_axis_jpg_tdata  (jpeg_tdata),        // 8-bit JPEG bytes
    .m_axis_jpg_tvalid (jpeg_tvalid),
    .m_axis_jpg_tlast  (jpeg_tlast),        // End of JPEG frame

    // Connect to AXI interconnect or tie off
    .s_axi_awaddr      (axi_awaddr),
    .s_axi_awvalid     (axi_awvalid),
    .s_axi_awready     (axi_awready),
    .s_axi_wdata       (axi_wdata),
    .s_axi_wstrb       (axi_wstrb),
    .s_axi_wvalid      (axi_wvalid),
    .s_axi_wready      (axi_wready),
    .s_axi_bresp       (axi_bresp),
    .s_axi_bvalid      (axi_bvalid),
    .s_axi_bready      (axi_bready),
    .s_axi_araddr      (axi_araddr),
    .s_axi_arvalid     (axi_arvalid),
    .s_axi_arready     (axi_arready),
    .s_axi_rdata       (axi_rdata),
    .s_axi_rresp       (axi_rresp),
    .s_axi_rvalid      (axi_rvalid),
    .s_axi_rready      (axi_rready)
);

Tested Hardware _{↑ Top}

Board	Part	Example project	Status
Digilent Arty A7-100T	XC7A100TCSG324-1	`example_proj/arty_a7_100t/`	Verilog and VHDL post-fcapz bitstreams close timing and pass Mandrill 720p HW test byte-exact
Digilent Arty S7-50	XC7S50CSGA324-1	`example_proj/arty_s7_50/`	Build scaffolded; rebuild + HW verification pending

Any AMD/Xilinx 7-Series device is a straightforward port — swap the XDC and adjust JPEG_WORDS for available BRAM.

Applications _{↑ Top}

Drone / UAV cameras — lightweight MJPEG stream over a low-bandwidth radio link
IP security cameras — per-frame JPEG over Ethernet, no inter-frame dependency
Machine vision — on-FPGA compression before USB/GigE transfer to host
Medical imaging — lossless-adjacent quality (Q95+) with intra-frame-only coding
Automotive — dashcam and surround-view recording with frame-accurate random access
Industrial inspection — compress high-speed line-scan data in real time
Broadcast contribution — MJPEG-over-RTP for low-latency studio feeds
Frame grabbers — capture and compress SDI/HDMI input on an FPGA capture card

Directory Structure _{↑ Top}

mjpegZero/
  rtl/              Synthesizable Verilog 2001 source
    vhdl/           Native VHDL-1993 encoder sources
    vendor/         Board-specific BRAM wrappers (AMD, Altera, Lattice, ...)
  sim/              SystemVerilog testbench and test vectors
  python/           Reference encoder, verification, test vector generation
  scripts/          Vivado TCL scripts and Python runner
  example_proj/     Ready-to-build board examples
    common/         Shared demo top-level + Python host (used by every board)
    arty_a7_100t/   Digilent Arty A7-100T (verified reference)
    arty_s7_50/     Digilent Arty S7-50 (rebuild + HW test pending)
  fcapz/            Git submodule: fpgacapZero EJTAG-AXI bridge + ELA + host
  build/            Synthesis/implementation output (generated)

Contributing _{↑ Top}

Contributions are welcome. See CONTRIBUTING.md for details.

The most impactful contributions are board-level examples that show the encoder running on hardware beyond the reference Arty A7-100T. All examples live under example_proj/<board_name>/. New examples for Nexys Video, ZedBoard, DE10-Nano, iCEBreaker, and others are welcome.

License _{↑ Top}

Apache License 2.0 + Commons Clause v1.0. See LICENSE for full terms.

Non-commercial use (research, education, hobby projects, open-source) is freely permitted under the Apache 2.0 terms.

Commercial use (integration into commercial products, services, or consulting engagements) requires written permission from the author. Contact: hello@bard0.com

Name		Name	Last commit message	Last commit date
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.github		.github
assets		assets
docs		docs
example_proj		example_proj
fcapz @ da892ca		fcapz @ da892ca
integrations		integrations
python		python
rtl		rtl
scripts		scripts
sim		sim
tests		tests
.gitignore		.gitignore
.gitmodules		.gitmodules
CHANGELOG.md		CHANGELOG.md
CODE_OF_CONDUCT.md		CODE_OF_CONDUCT.md
CONTRIBUTING.md		CONTRIBUTING.md
LICENSE		LICENSE
README.md		README.md
mjpegzero.core		mjpegzero.core

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mjpegZero — FPGA Hardware Motion JPEG Encoder

Index

Architecture ↑ Top

Interfaces ↑ Top

Video Input — AXI4-Stream Slave ↑ Top

JPEG Output — AXI4-Stream Master (8-bit) ↑ Top

Control — AXI4-Lite Slave (32-bit) ↑ Top

Parameters ↑ Top

Capabilities ↑ Top

Performance ↑ Top

Compression (Mandrill test image) ↑ Top

Resource Usage ↑ Top

Pipeline Modules ↑ Top

Quick Start ↑ Top

Prerequisites ↑ Top

Verification ↑ Top

Tier 1 — Python-only (no simulator, no Vivado) ↑ Top

Tier 2 — RTL simulation with iverilog ← CI path ↑ Top

Verilator code coverage (optional, requires Verilator ≥ 4.2) ↑ Top

Tier 3 — Full 720p Vivado simulation (local only, requires Vivado) ↑ Top

FuseSoC ↑ Top

LiteX Integration ↑ Top

Run Synthesis ↑ Top

Run Implementation (Place & Route) ↑ Top

Utility Scripts ↑ Top

Integration Example ↑ Top

Tested Hardware ↑ Top

Applications ↑ Top

Directory Structure ↑ Top

Contributing ↑ Top

License ↑ Top

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Architecture _{↑ Top}

Interfaces _{↑ Top}

Video Input — AXI4-Stream Slave _{↑ Top}

JPEG Output — AXI4-Stream Master (8-bit) _{↑ Top}

Control — AXI4-Lite Slave (32-bit) _{↑ Top}

Parameters _{↑ Top}

Capabilities _{↑ Top}

Performance _{↑ Top}

Compression (Mandrill test image) _{↑ Top}

Resource Usage _{↑ Top}

Pipeline Modules _{↑ Top}

Quick Start _{↑ Top}

Prerequisites _{↑ Top}

Verification _{↑ Top}

Tier 1 — Python-only (no simulator, no Vivado) _{↑ Top}

Tier 2 — RTL simulation with iverilog ← CI path _{↑ Top}

Verilator code coverage (optional, requires Verilator ≥ 4.2) _{↑ Top}

Tier 3 — Full 720p Vivado simulation (local only, requires Vivado) _{↑ Top}

FuseSoC _{↑ Top}

LiteX Integration _{↑ Top}

Run Synthesis _{↑ Top}

Run Implementation (Place & Route) _{↑ Top}

Utility Scripts _{↑ Top}

Integration Example _{↑ Top}

Tested Hardware _{↑ Top}

Applications _{↑ Top}

Directory Structure _{↑ Top}

Contributing _{↑ Top}

License _{↑ Top}

Packages