- histogram_matching:
Mapping Histogram of reference Image to other Image.
Logic: Given two images, the reference and the adjusted images, we compute their histograms. Following, we calculate the cumulative distribution functions of the two images' histograms - hist_ref(), for the reference image and hist_adj(), for the target image. Then for each gray level in tables=[0,255], we find another gray level table, for which hist_dst[i]>=hist_ref(j), and this is the result of histogram matching function: M(x)=dst_ref,.
Finally, we apply the function M(), on each pixel of the reference image.
- raw2jpg.py:
Converting RAW images to JPG Requires:
a. DST13
- Weatherbot:
A bot to crawl the weather underground website to grab the weather data and store it in a single csv file. The csv file has 14 columns and 24rows. per day. Columns: 'TimeEDT' 'TemperatureF' 'Dew PointF' 'Humidity' 'Sea Level PressureIn' 'VisibilityMPH' 'Wind Direction' 'Wind SpeedMPH' 'Gust SpeedMPH' 'PrecipitationIn' 'Events' 'Conditions' 'WindDirDegrees' 'DateUTC'
Run:
python weatherbot.py start_year start_month start_day end_year end_month end_day