Initial codebase (#1)

* Add project code

* Logger improvements

* Improvements to web demo code

* added create_wlasl_landmarks_dataset.py and xtract_mediapipe_landmarks.py

* Fix rotation augmentation

* fixed error in docstring, and removed unnecessary replace -1 -> 0

* Readme updates

* Share base notebooks

* Add notebooks and unify for different datasets

* requirements update

* fixes

* Make evaluate more deterministic

* Allow training with clearml

* refactor preprocessing and apply linter

* Minor fixes

* Minor notebook tweaks

* Readme updates

* Fix PR comments

* Remove unneeded code

* Add banner to Readme

---------

Co-authored-by: Gabriel Lema <gabriel.lema@xmartlabs.com>

utils.py

@@ -0,0 +1,40 @@
+import logging
+import os
+
+
+class CustomFormatter(logging.Formatter):
+
+    grey = "\x1b[38;20m"
+    yellow = "\x1b[33;20m"
+    red = "\x1b[31;20m"
+    bold_red = "\x1b[31;1m"
+    reset = "\x1b[0m"
+    custom_format = "%(asctime)s - %(name)s - %(levelname)s - %(message)s (%(filename)s:%(lineno)d)"
+
+    FORMATS = {
+        logging.DEBUG: grey + custom_format + reset,
+        logging.INFO: grey + custom_format + reset,
+        logging.WARNING: yellow + custom_format + reset,
+        logging.ERROR: red + custom_format + reset,
+        logging.CRITICAL: bold_red + custom_format + reset
+    }
+
+    def format(self, record):
+        log_fmt = self.FORMATS.get(record.levelno)
+        formatter = logging.Formatter(log_fmt)
+        return formatter.format(record)
+
+
+def get_logger(name):
+    logger = logging.getLogger(name)
+    logger.setLevel(logging.INFO)
+    # create console handler with a higher log level
+    ch = logging.StreamHandler()
+    ch.setLevel(logging.DEBUG)
+    ch.setFormatter(CustomFormatter())
+    file_handler = logging.FileHandler(os.getenv('EXPERIMENT_NAME', 'run') + ".log")
+    file_handler.setLevel(logging.DEBUG)
+    file_handler.setFormatter(CustomFormatter())
+    logger.addHandler(ch)
+    logger.addHandler(file_handler)
+    return logger