added missing files

ava/core/assertions.py

+def assert_object_type(object, required_type, context=''):
+    if type(required_type) not in {list, tuple, set}:
+        required_type = set([required_type])
+
+    if len(context) != 0:
+        context += ': '
+
+    msg = context + 'Object type must one of {}. Actual type: {}'
+    msg = msg.format(', '.join([t.__name__ for t in required_type]), type(object).__name__)
+    assert type(object) in required_type, msg
+
+def assert_equal_shape(tuple_a, tuple_b, context=''):
+    if len(context) != 0:
+        context += ': '
+    assert tuple_a == tuple_b, context + 'shapes are not equal. Actual sizes: ' + str(tuple_a) + ' and ' + str(tuple_b)

ava/core/logging.py

+log_important = print
+log_info = print
+log_detail = lambda *x: None
+log_warning = print
\ No newline at end of file

ava/core/metrics/__init__.py

+from .intersection_over_union import *
+from .mean_average_precision import *

data/ade/objects.txt

+no object;1;0.00000
+aarm panel;0;0.00000
+abacus;1;0.00000
+accordion, piano accordion, squeeze box;1;0.00000
+acropolis;11;0.00000
+ad, advertisement, advertizement, advertising, advertizing, advert;71;0.00000
+adding machine;0;0.00000
+advertisement board;0;0.00000
+aerial;0;1.00000
+air conditioner, air conditioning;582;0.00000
+air hockey table;0;0.00000
+air machine;0;0.00000
+aircraft carrier;0;0.00000
+airplane, aeroplane, plane;317;0.00000
+airport cart;1;0.00000
+alarm;0;0.00000
+alarm clock;0;0.00000
+alembic;4;0.00000
+alga;0;0.00000
+algae;0;0.00000
+altar, communion table, Lord's table;0;0.00000
+altarpiece;0;0.00000
+amphitheater;0;0.00000
+amphora;1;0.00000
+anchor;0;0.00000
+andiron;0;0.00000
+andirons;0;0.00000
+animal toy;0;0.00000
+animal, animate being, beast, brute, creature, fauna;533;0.00000
+animals;0;0.00000
+antenna;0;1.00000
+antenna, aerial, transmitting aerial;179;0.00000
+antler;8;0.00000
+antlers;0;1.00000
+anvil;1;0.00000
+aperture;0;1.00000
+apparatus;0;0.00000
+apparel, wearing apparel, dress, clothes;466;0.00000
+apple;2;0.00000
+apples;0;0.00000
+appliance;0;0.00000
+apron;4;0.99627
+aquarium;0;0.00000
+aqueduct;22;0.00000
+arbor;0;0.00000
+arcade;0;0.00000
+arcade machine;247;0.00000
+arcade machines;9;0.00000
+arcade, colonnade;80;0.00000
+arcades;0;1.00000
+arch;0;1.00000
+arch, archway;59;0.00000
+arches;0;0.00000
+arm;0;1.00000
+arm panel;0;1.00000
+arm support;0;1.00000
+armchair;2320;0.00000
+armor;0;0.00000
+armrest;0;1.00000
+art;0;0.00000
+art mannequin;1;0.00000
+articulated lamp;0;0.00000
+artificial golf green;35;0.00000
+ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin;950;0.00000
+ashtray;91;0.00000
+asymmetric bars;1;0.00000
+athletic field;0;0.00000
+athletics track;0;0.00000
+atm;0;0.00000
+autoclave;0;0.00000
+autopsy table;2;0.00000
+auxiliary trolley;6;0.00000
+aviary;1;0.00000
+avocados;1;0.00000
+award;5;0.00000
+awards;1;0.00000
+awning, sunshade, sunblind;1024;0.00000
+ax;3;0.00000
+baby buggy, baby carriage, carriage, perambulator, pram, stroller, go-cart, pushchair, pusher;58;0.00000
+baby chair;3;0.00000
+baby walker;2;0.00000
+baby weighs;1;0.00000
+back;0;1.00000
+back control;0;1.00000
+back cushion;0;1.00000
+back pillow;0;1.00000
+backdrop;8;0.00000
+backdrops;1;0.00000
+background;3;0.25000
+backpack, back pack, knapsack, packsack, rucksack, haversack;206;0.00000
+backpacks;2;0.00000
+backplate;0;1.00000
+badge;21;0.00000
+badlands;12;0.00000
+bag;1170;0.00085
+bag, handbag, pocketbook, purse;329;0.00000
+bag, traveling bag, travelling bag, grip, suitcase;276;0.00000
+baggage;0;0.00000
+baggage carts;7;0.00000
+bagpipes;1;0.00000
+balcony;28;0.98693
+balcony covered;1;0.00000
+ball;733;0.00000
+ball rack;5;0.00000
+ball stands;1;0.00000
+ball storage;0;1.00000
+ball, globe, orb;32;0.00000
+balloon;57;0.00000
+balloons;3;0.00000
+ballots;1;0.00000
+balls rack;1;0.00000
+balustrade;0;1.00000
+bamboo;60;0.00000
+bamboo canes;2;0.00000
+bananas;2;0.00000
+bandstand;19;0.00000
+banjo;3;0.00000
+banner, streamer;223;0.00000
+banners;1;0.00000
+bannister, banister, balustrade, balusters, handrail;785;0.00000
+baptismal font;10;0.00000
+baptistry;1;0.00000
+bar;229;0.00000
+bar lift;8;0.00000
+barbecue;14;0.00000
+barbed wire;7;0.00000
+barbell;3;0.00000
+barn;4;0.00000
+barrack buildings;2;0.00000
+barrel rack;19;0.00000
+barrel, cask;322;0.00000
+barrels;37;0.00000
+barricade;14;0.00000
+barrier;41;0.00000
+bars;0;1.00000
+base;23;0.98621
+base, pedestal, stand;767;0.00000
+baseball;4;0.00000
+baseball glove;3;0.00000
+baseboard;0;1.00000
+baseboard, mopboard, skirting board;55;0.00000
+baseboards;2;0.00000
+basin;4;0.00000
+basket;0;1.00000
+basket, basketball hoop, hoop;59;0.00000
+basket, handbasket;1141;0.00000
+basketball;2;0.00000
+basketball court;5;0.00000
+baskets;14;0.00000
+bass drum;1;0.00000
+bassinet;2;0.00000
+bat;12;0.00000
+bath sponge;1;0.00000
+bathrobe;14;0.00000
+bathtub, bathing tub, bath, tub;443;0.00000
+batting cage;4;0.00000
+battlement;0;1.00000
+battlements;0;1.00000
+beach wrap;1;0.00000
+beacon, lighthouse, beacon light, pharos;56;0.00000
+beam;351;0.36182
+beams;6;0.00000
+bear;2;0.00000
+bear cutout;2;0.00000
+bed;2418;0.04086
+bed column;0;1.00000
+bed side;0;1.00000
+bed trolley;2;0.00000
+bedpost;0;1.00000
+beds;2;0.00000
+bedspread;4;0.00000
+bedspring;0;1.00000
+beer machine;14;0.00000
+beer pump;3;0.00000
+bell;57;0.40625
+bell tower;0;1.00000
+belt;11;0.00000
+belt loader;2;0.00000
+belt rack;1;0.00000
+belts;4;0.00000
+bench;1352;0.00295
+berth;39;0.00000
+bib;1;0.00000
+bicycle path;0;1.00000
+bicycle rack;10;0.00000
+bicycle racks;6;0.00000
+bicycle, bike, wheel, cycle;621;0.00000
+bidet;34;0.00000
+bidon;6;0.00000
+big top;12;0.00000
+big wheel;4;0.00000
+bilding;0;0.00000
+bildings;1;0.00000
+billboard, hoarding;87;0.00000
+bin;1;0.00000
+binder, ring-binder;152;0.00000
+binoculars;4;0.00000
+bird;228;0.00000
+birdcage;6;0.00000
+birds;1;0.00000
+bitch;1;0.00000
+blackboard, chalkboard;65;0.00000
+blade;0;1.00000
+blade, vane;4;0.00000
+blades;0;1.00000
+blanket, cover;278;0.00000
+blankets;7;0.00000
+blast furnace;4;0.00000
+bleachers;9;0.00000
+blender;29;0.00000
+blind;0;1.00000
+blind, screen;700;0.00000
+blinds;31;0.11429
+block;82;0.00000
+blocks;2;0.00000
+blouse;6;0.00000
+blusher brush;6;0.00000
+boar;0;0.00000
+board game;1;0.00000
+board, plank;327;0.00000
+boards;17;0.00000
+boardwalk;2;0.00000
+boat;804;0.00000
+boat stop;1;0.00000
+body;1;0.97368
+bog water;1;0.00000
+boiler;5;0.00000
+boillers;1;0.00000
+bollard;7;0.00000
+bolt;1;0.00000
+bomb;3;0.00000
+bone;4;0.00000
+bones;5;0.00000
+bonfire;3;0.00000
+bonnet;1;0.00000
+book;5083;0.00000
+book rack;1;0.00000
+book stand;19;0.00000
+bookcase;529;0.00000
+bookend;10;0.00000
+bookends;1;0.00000
+booklet, brochure, folder, leaflet, pamphlet;262;0.00000
+bookstall;3;0.00000
+boomerang;1;0.00000
+boot;145;0.00000
+booth;22;0.00000
+booth, cubicle, stall, kiosk;164;0.00000
+booths;2;0.00000
+bottle;3643;0.00082
+bottle pack;5;0.00000
+bottle rack;24;0.20000
+bottom rail;0;1.00000
+bough;1;0.00000
+boulder;1;0.00000
+bounce seat;1;0.00000
+bouquet, corsage, posy, nosegay;102;0.00000
+bow;6;0.00000
+bow window;2;0.00000
+bowl;938;0.28178
+bowling alley;31;0.00000
+bowling alleys;3;0.00000
+bowling ball return;7;0.00000
+bowling pin;6;0.00000
+bowling pins;22;0.00000
+bowls;29;0.00000
+box;4358;0.00092
+box jury;1;0.00000
+box office, ticket office, ticket booth;10;0.00000
+box spring;0;1.00000
+box stands;1;0.00000
+box-file;1;0.00000
+boxing gloves;4;0.00000
+bracelet;13;0.00000
+bracelets;2;0.00000
+bracket;1;0.00000
+brake pedal;3;0.00000
+branch;18;0.68421
+branches;6;0.60000
+bread basket;7;0.00000
+bread box;10;0.00000
+bread lift;0;1.00000
+bread roll;15;0.00000
+bread rolls;28;0.00000
+bread slot;0;1.00000
+bread tray;1;0.00000
+bread, breadstuff, staff of life;137;0.00000
+breadbasket;1;0.00000
+breads;30;0.00000
+breaker box;1;0.00000
+breakwater;3;0.00000
+brewery;1;0.00000
+brick;19;0.00000
+bricks;4;0.00000
+bridge, span;318;0.00000
+bridges;1;0.00000
+briefcase;63;0.00000
+brochure;26;0.00000
+brochures rack;1;0.00000
+broom;28;0.00000
+brush;60;0.00000
+brushes;36;0.00000
+bucket;0;1.00000
+bucket, pail;503;0.00000
+buckets;6;0.00000
+bud;7;0.00000
+buds;1;0.00000
+buffet;6;0.00000
+buffet, counter, sideboard;140;0.00000
+buggy;1;0.00000
+building arena;1;0.00000
+building materials;5;0.00000
+building, edifice;18850;0.00000
+bulb;0;1.00000
+bulbs;11;0.00000
+bull;6;0.00000
+bull skull;1;0.00000
+bulldozer;20;0.00000
+bulletin board, notice board;308;0.00000
+bullring;10;0.00000
+bumper;1;0.99852
+bunch;3;0.00000
+buoy;5;0.00000
+buoys;2;0.00000
+burner;3;0.98993
+bus station;2;0.00000
+bus stop;59;0.00000
+bus, autobus, coach, charabanc, double-decker, jitney, motorbus, motorcoach, omnibus, passenger vehicle;477;0.00000
+buses;6;0.00000
+bushes;0;1.00000
+business card;1;0.00000
+business cards;5;0.00000
+butane gas cylinder;4;0.00000
+butcher shop;0;0.00000
+butchery;1;0.00000
+butter;1;0.00000
+butter dish;1;0.00000
+butterfly;2;0.00000
+buttocks;0;1.00000
+button;0;1.00000
+button box;2;0.00000
+button panel;0;1.00000
+buttons;0;1.00000
+buttons panel;0;1.00000
+buttress;11;0.00000
+buzzer;1;0.00000
+bycicle carriage;1;0.00000
+caar;0;0.00000
+cabbages;1;0.00000
+cabin;32;0.00000
+cabinet;7417;0.00616
+cabins;1;0.00000
+cable;23;0.00000
+cable car;3;0.00000
+cable railway;1;0.00000
+cables;8;0.00000
+cactus;56;0.00000
+cage;27;0.00000
+cages;10;0.00000
+cake mold;1;0.00000
+calculator;9;0.00000
+calendar;42;0.00000
+call buttons;2;0.00000
+camcorder;7;0.00000
+camel;8;0.00000
+camels;1;0.00000
+camera, photographic camera;63;0.00000
+camouflage;1;0.00000
+camping stove;1;0.00000
+can;0;1.00000
+can opener;2;0.00000
+can, tin, tin can;556;0.00000
+canal;9;0.00000
+candelabrum, candelabra;116;0.00000
+candies;37;0.00000
+candle;0;1.00000
+candle, taper, wax light;326;0.00000
+candles;12;0.00000
+candlestick, candle holder;775;0.00000
+candy bag;15;0.00000
+candy bags;2;0.00000
+candy track;1;0.00000
+candy, confect;49;0.00000
+cane;31;0.00000
+canes;6;0.00000
+canister, cannister, tin;142;0.00000
+canlendar;1;0.00000
+cannon;43;0.00000
+canoe;5;0.00000
+canopy;76;0.82284
+canvas;24;0.00000
+canvases;1;0.00000
+canyon;5;0.00000
+canyons;1;0.00000
+cap;127;0.22086
+cape;9;0.00000
+capital;0;1.00000
+caps;10;0.00000
+car scrapping;30;0.00000
+car wash;3;0.00000
+car wreck;4;0.00000
+car, auto, automobile, machine, motorcar;14977;0.00000
+caravan;31;0.00000
+caravans;1;0.00000
+card;29;0.00000
+card display;2;0.00000
+card table;10;0.00000
+cardboard;7;0.00000
+cards;0;0.00000
+cargo;16;0.00000
+carousel;25;0.00000
+carousel horse;3;0.00000
+carp;1;0.00000
+carpets;1;0.00000
+carport;26;0.00000
+carriage;6;0.00000
+cars scraping;1;0.00000
+cars scrapping;3;0.00000
+cart;131;0.00758
+carts;3;0.00000
+case, display case, showcase, vitrine;249;0.00000
+cases;3;0.00000
+cash register, register;58;0.00000
+casing;0;1.00000
+casing interior;1;0.83333
+casket;1;0.00000
+casserole;49;0.00000
+cassette;8;0.00000
+cassettes;5;0.00000
+castle;4;0.00000
+cat;18;0.00000
+catch;2;0.00000
+catwalk;12;0.00000
+cauldron;1;0.00000
+cave;9;0.00000
+cave entrance;6;0.00000
+cavern;1;0.00000
+cd;5;0.00000
+cd box;2;0.00000
+cd player;1;0.00000
+cd rack;1;0.00000
+cd shelf;1;0.00000
+cd stack;1;0.00000
+cd stand;1;0.00000
+cds;29;0.09375
+cds box;3;0.00000
+ceiing;0;0.00000
+ceiling;8516;0.00035
+ceiling controls;1;0.00000
+ceiling decor;2;0.00000
+ceiling piece;1;0.00000
+ceiling recessed light;0;1.00000
+cell;3;0.00000
+cell door;2;0.00000
+cello;1;0.00000
+cello cover;1;0.00000
+cells;17;0.00000
+cellular telephone, cellular phone, cellphone, cell, mobile phone;30;0.00000
+cement;1;0.00000
+centerpiece;10;0.00000
+central processing unit, CPU, C P U , central processor, processor, mainframe;0;0.00000
+central reservation;281;0.00000
+centrifuge;1;0.00000
+ceramic box;29;0.00000
+ceramic pot;23;0.00000
+ceramic ware;1;0.00000
+ceramics box;1;0.00000
+certificate;1;0.00000
+chain;44;0.78744
+chains;1;0.00000
+chainsaw;1;0.00000
+chair;13766;0.00015
+chair desk;11;0.00000
+chair lift;3;0.00000
+chairs desk;1;0.00000
+chairs lift;3;0.00000
+chaise lounge;6;0.00000
+chalk;9;0.00000
+champagne bucket;2;0.00000
+champagne stand;1;0.00000
+chandelier, pendant, pendent;811;0.00000
+change machine;1;0.00000
+check-in-desk;25;0.00000
+check-in-desks;4;0.00000
+checkers pieces;1;0.00000
+checkers table;1;0.00000
+checkpoint;1;0.00000
+cheese;2;0.00000
+cheese dish;2;0.00000
+chess;19;0.00000
+chest;130;0.00000
+chest of drawers, chest, bureau, dresser;663;0.00000
+chick;4;0.00000
+chicken;21;0.00000
+chicks;1;0.00000
+chimney;89;0.86536
+chimneys;2;0.00000
+chinese lantern;2;0.00000
+chip;14;0.00000
+chippings;4;0.00000
+chips;21;0.00000
+chocolate;22;0.00000
+chocolates;1;0.00000
+chopping board, cutting board;41;0.00000
+chopstick;1;0.00000
+chorizo;1;0.00000
+chorizos;1;0.00000
+christmas lights;1;0.00000
+christmas tree;3;0.00000
+church;2;0.00000
+chute;1;0.00000
+cigar box;12;0.00000
+cigarette;3;0.00000
+cigarette packet;2;0.00000
+cigarettes;1;0.00000
+ciment mixer;1;0.00000
+circular saw;1;0.00000
+circus;0;1.00000
+cistern;0;1.00000
+cistern, water tank;7;0.00000
+city;5;0.00000
+clamp;0;1.00000
+clamp lamp;3;0.00000
+clams;1;0.00000
+cliff, drop, drop-off;65;0.00000
+cliffs;0;0.00000
+climbing frame;2;0.00000
+clip;1;0.00000
+clipboard;10;0.00000
+cloak;1;0.00000
+clock;947;0.00421
+clock face;0;1.00000
+clock radio;3;0.00000
+closet;38;0.00000
+closet rod;19;0.00000
+closure;0;1.00000
+cloth material;1;0.00000
+clothes hanging;37;0.00000
+clothes horse;1;0.00000
+clothes stand;1;0.00000
+clothespin;15;0.00000
+clothing;11;0.00000
+clothing rack;2;0.00000
+cloud;0;1.00000
+clouds;0;1.00000
+club;18;0.00000
+clubs;1;0.00000
+clutch pedal;3;0.00000
+coar of arms;0;0.00000
+coaster;12;0.00000
+coasters;1;0.00000
+coastline;1;0.00000
+coat;33;0.00000
+coat of arms;7;0.00000
+coat rack;5;0.00000
+coat stand;1;0.00000
+coats;3;0.00000
+cobbles;1;0.00000
+cock;2;0.00000
+cockpit;3;0.92105
+cockpot;1;0.00000
+cocktail shaker;1;0.00000
+coconut;6;0.00000
+coconuts;1;0.00000
+coffee;1;0.00000
+coffee cup;71;0.00000
+coffee cup rack;1;0.00000
+coffee cups;1;0.00000
+coffee grinder;3;0.00000
+coffee maker;215;0.00000
+coffee pot;9;0.00000
+coffee table, cocktail table;935;0.00000
+coffin;10;0.00000
+colander;1;0.00000
+cold storage;48;0.00000
+cold storage door;1;0.00000
+cold store;2;0.00000
+colour board;3;0.00000
+columbarium;1;0.00000
+columbarium niche;7;0.00000
+column;0;1.00000
+column, pillar;2009;0.00000
+columns;0;1.00000
+comb;1;0.00000
+comforter;7;0.00000
+comic strip;2;0.00000
+compact discs;1;0.00000
+compartment;1;0.00000
+compas;1;0.00000
+computer case;0;1.00000
+computer console;1;0.00000
+computer, computing machine, computing device, data processor, electronic computer, information processing system;555;0.00000
+confessional booth;8;0.00000
+console;6;0.00000
+console table, console;112;0.00000
+construction equipment;3;0.00000
+contact lens case;1;0.00000
+container;354;0.00000
+containers;13;0.00000
+contrabass;6;0.00000
+control;0;1.00000
+control cabinet;2;0.00000
+control panel;10;0.09091
+control panel, instrument panel, control board, board, panel;3;0.00000
+control panels;1;0.00000
+control room;2;0.00000
+control table;9;0.00000
+control tower;21;0.04545
+controls;39;0.00000
+conveyer belt, conveyor belt, conveyer, conveyor, transporter;83;0.00000
+cooker;29;0.00000
+cookie;8;0.00000
+cookies;31;0.00000
+cool box;5;0.00000
+cooler;5;0.00000
+coop;4;0.00000
+copier;1;0.00000
+coral;9;0.00000
+cord;0;1.00000
+cords;1;0.00000
+cork;1;0.00000
+cork stopper;1;0.00000
+corkscrew;3;0.00000
+corn field;0;0.00000
+corner;0;0.00000
+corner pocket;0;1.00000
+cornice;2;0.60000
+counter;467;0.00000
+counters;8;0.00000
+countertop;381;0.00262
+counterweight;1;0.00000
+court;59;0.00000