Satsim

Latest version: v0.19.3

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0.13.0

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* Add ephemeris objects that are propagated with the Lagrange interpolator.
* Add Cesium CZML output. Set sim option `save_czml` to `false` to disable.
* Add CSV text file star catalog loader. This feature is useful for small catalogs such as Hipparcos and simulating wide FOV sensors.
* Add multiplier and clipping for radial cosine.
* Add option to skip image rendering. Set sim option `mode` to `none` to bypass image rendering.
* Update interfaces for newest version of Skyfield, Poliastro, POPPY, and AstroPy.
* Fix star renderer issue removing stars in field of view for non-square arrays.

0.12.0

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* Add augmentation of SatNet `tf.data.Dataset`. This feature allows injecting synthetic targets into real data during training.
* Add FFT convolution to `add_patch` sprite render and `scatter_shift` image augmenter for speed improvement.
* Add cache last PSF FFT to `fftconv2p` for speed improvement for static PSFs.
* Add two-body state vector as a trackable target.
* Add moon and sun model and misc methods to calculate phase angle and target brightness.

0.11.0

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* Add support to render star motion with FFT. Set sim option `star_render_mode` to `fft`.
* Add option to sample photon noise multiple times. Set sim option `num_shot_noise_samples` to integer number.
* Add support to render a satellite as a sprite. Set `model` option in obs.
* Add support to load and augment sprite model with `$pipeline` operator.
* Add cropped POPPY PSF generation.
* Fix GreatCircle propagator tracking offset.
* Fix runtime exception when site and track_mode are not defined.
* Add TensorFlow 2.6 and update TensorFlow 2.2 and 2.4 Docker build file.

0.10.0

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* Add support for piecewise rendering. Set sim option `render_size` to enable. For example, [256, 256].
* Add `fixed` tracking mode with mount azimuth and elevation.
* Add great circle propagator for targets.
* Add in-memory image generation. See generator function `image_generator`.
* Fix missing stars when FOV crosses zero degree RA.
* Add curved targets using bezier curve raster. Enabled by default. Set sim option `num_target_samples` to 2 to enable linear raster.
* Add LRU cache to star catalog reader.
* Add option to turn off SNR calculation. Set sim option `calculate_snr` to false will render targets and stars together.
* Handle unstable SGP4 TLEs.
* Add TensorFlow 2.4 Docker build file.
* Add debug output for pristine images of targets and stars.

0.9.1

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* Calculate POPPY input wavefront resolution to avoid PSF aliasing.
* Add support for additional FITS image data types (`int16`, `uint16`, `int32`, `uint32`, `float32`).
* Add batch processing to `transform_and_add_counts` to support batch processing of stars.
* Add `auto` option to calculate temporal oversample factor based on star velocities.
* Add option to turn off serializing config data to pickle file (`save_pickle`).
* Add option to turn off png movie output (`save_movie`).
* Add `crop_and_resize` and `flip` image augmentation.
* Set pixels with values beyond the pixel data type's capacity to the maximum value for that data type.
* Add `lognormal` function to generate a distribution with a true target mean.
* Fix issue with sidereal track.
* Fix issue with fragment velocity not being randomly sampled.

0.9.0

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* Add Physical Optics Propagation in Python (POPPY) PSF generation.
* Add PSF augmentation with `$pipeline` replacement key.
* Add `$function` and `$compound` replacement key.
* Add ability to generate stray light from a `$function` replacement key.
* Add built-in 2D polynomial image generator for stray light, `polygrid2d`.
* Add built-in cosine fourth image generator for irradiance falloff, `radial_cos2d`.
* Add built-in sine wave image generator for fix pattern noise, `sin2d`.
* Add built-in image generator from AstroPy model, `astropy_model2d`.
* Add built-in image augmentation, `scatter_shift` and `scatter_shift_polar`.
* Add `$cache` replacement key (caching works for PSF and `$function`).

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