The Complete Astrophotography Pipeline — Plan with FastTool, Process with AstroSky
A complete guide to the astrophotography workflow: plan your observation night with free browser tools, capture FITS data with your telescope, then process and export stunning images with AstroSky Desktop.
The Complete Astrophotography Pipeline — Plan, Capture, Process
You've got a telescope, a camera, and a clear night ahead. But astrophotography is more than pointing and shooting. Professional-quality results come from a three-phase workflow, and each phase needs the right tool for the job.
Phase 1: Plan Your Night with FastTool
Before you even touch your telescope, browser-based astronomy calculators answer the questions that determine whether your session will succeed or fail.
Find Your Dark-Sky Window
The Twilight Calculator tells you exactly when astronomical twilight ends — the moment the sky becomes truly dark for deep-sky imaging. Enter your coordinates (or use auto-locate), and you get:
- Civil twilight end — enough to set up equipment without a headlamp
- Nautical twilight end — horizon disappears, polar alignment becomes possible
- Astronomical twilight end — true darkness, your imaging window opens
At high latitudes in summer, astronomical twilight may never end — the calculator tells you before you waste a trip.
Try Twilight Calculator →Check the Moon
A full moon washes out all but the brightest deep-sky objects. MoonSync shows you:
- Current moon phase and illumination percentage
- Moonrise and moonset times for your location
- An interference index (0–100) telling you how much moonlight will affect your imaging
Target faint nebulae when the moon is below the horizon or during new moon. Shoot the moon itself or bright star clusters during full moon.
Check MoonSync →Know What's in the Sky
The Sidereal Time Calculator converts UTC to Local Sidereal Time (LST), which determines what right ascension is crossing your meridian right now. This tells you:
- Which targets are at their highest altitude (best seeing)
- When your chosen target will transit
- How to set your equatorial mount's setting circles
Frame Your Target
The Telescope FOV Calculator helps you visualize exactly how your target will fit in the frame. Enter your:
- Telescope focal length and aperture
- Eyepiece or camera sensor specifications
- Target object
You'll get true field of view in arcminutes, magnification, and exit pupil — critical for choosing the right equipment combination before you set up.
Plan Your FOV →Don't Forget the Golden Hour
Solar Insight Pro gives you sunrise, sunset, and golden hour times. Landscape astrophotographers use this to plan twilight foregrounds with the Milky Way. Deep-sky imagers use sunset to time their equipment setup — you want to be polar-aligned before astronomical twilight ends.
Solar Insight Pro →Phase 2: Capture Your Data
With the planning done, you're at the telescope. Capture your images as FITS files — the Flexible Image Transport System, the universal standard for astronomical data. Every professional observatory and space telescope (Hubble, JWST, ALMA) outputs FITS.
Why FITS?
Unlike TIFF, JPEG, or camera RAW formats, FITS is designed for science:
- Multi-dimensional: A single
.fitsfile can hold images, data cubes (3D), or time series - Metadata-rich: Headers store WCS sky coordinates, telescope specs, exposure times, filters, and observation conditions
- Lossless: No compression artifacts — every photon count is preserved
- Universal: Read by SAOImage DS9, AstroPy, PixInsight, Siril, and AstroSky
Save your individual exposures as separate FITS files. For multi-filter imaging (LRGB, narrowband), save each filter as its own file — you'll combine them later in processing.
Phase 3: Process with AstroSky Desktop
This is where raw data becomes art. AstroSky is a free Windows desktop application purpose-built for turning FITS files into stunning images.
Auto Smart Enhance
Drag your FITS files into AstroSky's batch importer. Click the Auto button — it analyzes the histogram shape and automatically selects:
- The optimal stretch algorithm (linear, log, sqrt, or asinh)
- The best color map for your data type
- Black and white point clipping values
One click. No parameter hunting. This is what makes AstroSky "astronomy's Snapseed."
Choose Your Color Map
FITS images are single-channel grayscale. Color maps translate pixel intensity into visually meaningful color. AstroSky includes 12+ perceptually uniform, colorblind-friendly maps:
| Map | Best For | |-----|----------| | Viridis | General-purpose, perceptually uniform | | Inferno | Hot objects, stellar fields | | Plasma | Emission nebulae | | Magma | Dark nebulae, dust lanes | | Hubble Palette | Narrowband SHO composites | | Heat | Temperature data |
RGB Channel Synthesis
Assign separate FITS files to Red, Green, and Blue channels. Adjust stretch and black/white point independently per channel. Perfect for:
- LRGB composites from monochrome cameras
- Narrowband mapping (Ha → Red, OIII → Green, SII → Blue)
- Multi-wavelength data from different instruments
Export Your Masterpiece
Once processing is complete, export at resolutions from 1080p to 8K. Add optional watermarks with telescope model, observation band, integration time, and your signature. Share directly to AstroBin, social media, or your personal gallery.
Learn More About AstroSky →Quick-Start Checklist
Here's your pre-session checklist in order:
- [ ] Solar Insight Pro — Note sunset time for setup window
- [ ] Twilight Calculator — Find astronomical twilight end for true darkness
- [ ] MoonSync — Check moon phase and interference level
- [ ] Sidereal Time Calculator — Know which targets will be at transit
- [ ] Telescope FOV Calculator — Verify target framing with your equipment
- [ ] Capture FITS — Save exposures in the standard astronomy format
- [ ] AstroSky Desktop — Auto-enhance, color-map, export at 8K
Why This Pipeline Matters
The tools in this pipeline are deliberately split between browser and desktop for a reason:
| Task | Best Platform | Why | |------|--------------|-----| | Sun position / twilight | Browser | Time-sensitive, needs real-time calculation | | Moon phase / interference | Browser | Quick look-up, no heavy data | | Sidereal time conversion | Browser | Simple arithmetic, instant result | | FOV calculation | Browser | Interactive parameter tweaking | | FITS processing & rendering | Desktop (AstroSky) | GPU-accelerated, handles 100+ megapixel files | | Multi-channel compositing | Desktop (AstroSky) | Memory-intensive, needs native performance | | 8K export with watermark | Desktop (AstroSky) | File system access, batch processing |
FastTool's browser tools and AstroSky Desktop complement each other — each does what the other can't. Together, they form a complete astrophotography pipeline that's entirely free, private, and offline-capable.