{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"pygments_lexer":"ipython3","nbconvert_exporter":"python","version":"3.6.4","file_extension":".py","codemirror_mode":{"name":"ipython","version":3},"name":"python","mimetype":"text/x-python"}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"markdown","source":"# Happywhale - Let's explore the largest mammal \n\n**Problem:** As per my understanding, We are dealing with the problem to recognize the whales and dolphine using the jpg image provided containg the hump images.\n\n**Output format:** We have to suggest 5 id and also include `new_individual` as one of the 5 ids. \n\n**Note:-** *I am not in the field of pure biology, so there can be  mistake with species and class, but i will try to make it readable for common public*\n\n\n![img-humpback-whale-with-calf-1000px.jpeg](attachment:3498126d-e936-40e7-8a1a-c50b487e4e6e.jpeg)\n\n","metadata":{},"attachments":{"3498126d-e936-40e7-8a1a-c50b487e4e6e.jpeg":{"image/jpeg":"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"}}},{"cell_type":"markdown","source":"# Introduction \n\nWe all know that the color of creature living inside the sea are way similar and most of the time large mammal like whale are not visible from a long distance, The task of identiying the whale mannualy is hectic and some time confusing. So in this notebook we are going to explore various image segmentation technique as well as image classification technique to predict the ids involve with particular given images.","metadata":{}},{"cell_type":"code","source":"# importing the required library\nimport numpy as np\nimport pandas as pd\nimport matplotlib.pyplot as plt\nimport os","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","execution":{"iopub.status.busy":"2022-02-14T03:55:42.564200Z","iopub.execute_input":"2022-02-14T03:55:42.564707Z","iopub.status.idle":"2022-02-14T03:55:42.589491Z","shell.execute_reply.started":"2022-02-14T03:55:42.564603Z","shell.execute_reply":"2022-02-14T03:55:42.588831Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# reading the train file consisting of file_name, species_name and individual_id in csv\ntrain_df = pd.read_csv(\"../input/happy-whale-and-dolphin/train.csv\")\nsubmission_df = pd.read_csv(\"../input/happy-whale-and-dolphin/sample_submission.csv\")","metadata":{"execution":{"iopub.status.busy":"2022-02-14T03:55:49.376092Z","iopub.execute_input":"2022-02-14T03:55:49.376565Z","iopub.status.idle":"2022-02-14T03:55:49.517976Z","shell.execute_reply.started":"2022-02-14T03:55:49.376533Z","shell.execute_reply":"2022-02-14T03:55:49.517192Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"train_df.head()","metadata":{"execution":{"iopub.status.busy":"2022-02-14T03:55:50.567810Z","iopub.execute_input":"2022-02-14T03:55:50.568099Z","iopub.status.idle":"2022-02-14T03:55:50.588159Z","shell.execute_reply.started":"2022-02-14T03:55:50.568065Z","shell.execute_reply":"2022-02-14T03:55:50.587426Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"# Exploring the available Data\n\nLet's explore the data","metadata":{}},{"cell_type":"code","source":"print( f\"\\x1b[6;30;42mSpecies of Whale and Dolphin  in train file:\\x1b[0m \\x1b[2;37;41m{train_df.species.nunique()}\\n\")\nprint(f\"\\x1b[6;30;42mIndividual IDs in train file:\\x1b[0m \\x1b[2;37;41m{train_df.individual_id.nunique()}\\n\")\nprint(f\"\\x1b[6;30;42mImages in train images folder:\\x1b[0m \\x1b[2;37;41m{len(os.listdir('../input/happy-whale-and-dolphin/train_images'))}\\n\")\nprint(f\"\\x1b[6;30;42mImages in test images folder:\\x1b[0m \\x1b[2;37;41m{len(os.listdir('../input/happy-whale-and-dolphin/test_images'))}\")","metadata":{"execution":{"iopub.status.busy":"2022-02-14T03:56:09.583120Z","iopub.execute_input":"2022-02-14T03:56:09.583532Z","iopub.status.idle":"2022-02-14T03:56:09.634337Z","shell.execute_reply.started":"2022-02-14T03:56:09.583502Z","shell.execute_reply":"2022-02-14T03:56:09.633708Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# Let's look at the list of whale and dhophin species present \n\nprint(f\"\\x1b[3;31;47mList of Species:\\x1b[0m {train_df.species.unique()}\")","metadata":{"execution":{"iopub.status.busy":"2022-02-14T03:56:12.648524Z","iopub.execute_input":"2022-02-14T03:56:12.648915Z","iopub.status.idle":"2022-02-14T03:56:12.657964Z","shell.execute_reply.started":"2022-02-14T03:56:12.648885Z","shell.execute_reply":"2022-02-14T03:56:12.657377Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"\n\nLooking at the data we are provided with some images of whale and dolphine\n\n* `beluga` and `globis` both are whale \n*  We can identify the species with the help of suffix mentioned  i.e. `blue_whale` and `common_dolphin`\n* There are some mistake in the suffix name like instead of `dolphin` , `dolpin` and `killer` , `kiler` is written, so we can correct those in the 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"}}},{"cell_type":"code","source":"train_df.loc[train_df.species.str.contains('beluga'), 'species'] = 'beluga_whale'\ntrain_df.loc[train_df.species.str.contains('globis'), 'species'] = 'globis_whale'\n\ntrain_df['species'] = train_df['species'].str.replace('bottlenose_dolpin','bottlenose_dolphin')\ntrain_df['species'] = train_df['species'].str.replace('kiler_whale','killer_whale')","metadata":{"execution":{"iopub.status.busy":"2022-02-14T03:56:18.453532Z","iopub.execute_input":"2022-02-14T03:56:18.453974Z","iopub.status.idle":"2022-02-14T03:56:18.599040Z","shell.execute_reply.started":"2022-02-14T03:56:18.453922Z","shell.execute_reply":"2022-02-14T03:56:18.598462Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Let's seperate the species in two class `dolphin` and `whale`","metadata":{}},{"cell_type":"code","source":"train_df['class'] = train_df.species.map(lambda x: 'dolphin' if 'dolphin' in x else 'whale')","metadata":{"execution":{"iopub.status.busy":"2022-02-14T03:56:22.104942Z","iopub.execute_input":"2022-02-14T03:56:22.106850Z","iopub.status.idle":"2022-02-14T03:56:22.124766Z","shell.execute_reply.started":"2022-02-14T03:56:22.106810Z","shell.execute_reply":"2022-02-14T03:56:22.124003Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# Let's look at the train image by species class\nclass_count = train_df.groupby(['class']).size().reset_index(name='counts')\nplt.pie(class_count['counts'], labels = class_count['class'],autopct='%1.1f%%',shadow = True)\nplt.title(\"Pie Chart showing the distribution of species in class - not biological\")\nplt.legend(loc='lower right')\nplt.show() ","metadata":{"execution":{"iopub.status.busy":"2022-02-14T03:56:35.723862Z","iopub.execute_input":"2022-02-14T03:56:35.724363Z","iopub.status.idle":"2022-02-14T03:56:35.901103Z","shell.execute_reply.started":"2022-02-14T03:56:35.724330Z","shell.execute_reply":"2022-02-14T03:56:35.900191Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Let's Explore more in the train data. Listing out top 10 Individual id's","metadata":{}},{"cell_type":"code","source":"top_ten_ids = train_df.individual_id.value_counts().head(10)\ntop_ten_ids = pd.DataFrame({'individual_id':top_ten_ids.index, 'frequency':top_ten_ids.values})\nplt.bar(top_ten_ids['individual_id'],top_ten_ids['frequency'],width = 0.8,color='maroon')\nplt.xticks(rotation=90)\nplt.ylabel(\"frequency\")\nplt.xlabel(\"Individual Ids\")\nplt.title(\"Top 10 Individual Ids used by frequency\")\nplt.grid(visible = True, color ='grey',linestyle ='-', linewidth = 0.9,alpha = 0.3)","metadata":{"execution":{"iopub.status.busy":"2022-02-14T04:16:46.279023Z","iopub.execute_input":"2022-02-14T04:16:46.279347Z","iopub.status.idle":"2022-02-14T04:16:46.546307Z","shell.execute_reply.started":"2022-02-14T04:16:46.279311Z","shell.execute_reply":"2022-02-14T04:16:46.545625Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"","metadata":{},"execution_count":null,"outputs":[]}]}