""" Modules containing dataset split information """ class BlendedMVSSplits: """ This class contains the information about the BlendedMVS dataset splits. """ def __init__(self): """ The splits are generated using the following logic: # Get all seqls and seqhs using self.blendedmvs_info.all_sequences all_sequences = self.blendedmvs_info.all_sequences all_seqls = [int(seq[8:], 16) for seq in all_sequences] all_seqhs = [int(seq[:8], 16) for seq in all_sequences] # Split the seqls (& corresponding seqhs) using the DUSt3R train/val split logic if split is None: selection = slice(None) elif split in ["train", "overfit"]: # select 90% of all scenes selection = [(seql % 10) > 0 for seql in all_seqls] elif split == "val": # select 10% of all scenes selection = [(seql % 10) == 0 for seql in all_seqls] else: raise ValueError(f"Unknown split {split}, must be None, train, val or overfit") # Filter sequences based on the selection selected_seqls = [seql for seql, sel in zip(all_seqls, selection) if sel] selected_seqhs = [seqh for seqh, sel in zip(all_seqhs, selection) if sel] # Put them back into sequence names f"{seqh:08x}{seql:016x}" sequence_names = [f"{seqh:08x}{seql:016x}" for seqh, seql in zip(selected_seqhs, selected_seqls)] # Remove invalid sequence names which don't exist in self.blendedmvs_info.sequences valid_sequences = set(self.blendedmvs_info.sequences) valid_sequence_names = [name for name in sequence_names if name in valid_sequences] """ # All the 502 sequences in the dataset (totals to 115k images) self.all_scenes = [ "000000000000000000000000", "00000000000000000000000a", "00000000000000000000000b", "00000000000000000000000c", "00000000000000000000000d", "00000000000000000000000e", "00000000000000000000000f", "000000000000000000000001", "00000000000000000000001a", "00000000000000000000001b", "00000000000000000000001d", "000000000000000000000002", "000000000000000000000003", "000000000000000000000004", "000000000000000000000005", "5a2a95f032a1c655cfe3de62", "5a2af22b32a1c655cfe46013", "5a2ba6de32a1c655cfe51b79", "5a3b9731e24cd76dad1a5f1b", "5a3ca9cb270f0e3f14d0eddb", "5a3cb4e4270f0e3f14d12f43", "5a03e732454a8a7ec672776c", "5a3f4aba5889373fbbc5d3b5", "5a4a38dad38c8a075495b5d2", "5a5a1e48d62c7a12d5d00e47", "5a6b1c418d100c2f8fdc4411", "5a6feeb54a7fbc3f874f9db7", "5a7cb1d6fe5c0d6fb53e64fb", "5a7d3db14989e929563eb153", "5a8aa0fab18050187cbe060e", "5a9e5df65baeef72b4a021cd", "5a48ba95c7dab83a7d7b44ed", "5a48c4e9c7dab83a7d7b5cc7", "5a48d4b2c7dab83a7d7b9851", "5a69c47d0d5d0a7f3b2e9752", "5a77b46b318efe6c6736e68a", "5a355c271b63f53d5970f362", "5a489fb1c7dab83a7d7b1070", "5a533e8034d7582116e34209", "5a562fc7425d0f5186314725", "5a572fd9fc597b0478a81d14", "5a588a8193ac3d233f77fbca", "5a618c72784780334bc1972d", "5a752d42acc41e2423f17674", "5a969eea91dfc339a9a3ad2c", "5a8315f624b8e938486e0bd8", "5a57542f333d180827dfc132", "5a0271884e62597cdee0d0eb", "5a6400933d809f1d8200af15", "5a6464143d809f1d8208c43c", "5a563183425d0f5186314855", "5aa0f9d7a9efce63548c69a1", "5aa0f478a9efce63548c1cb4", "5aa7db90bfdd572271e95246", "5aa235f64a17b335eeaf9609", "5aa515e613d42d091d29d300", "5aa1196ea9efce63548ed649", "5aaadd4cbc13235570d178a7", "5ab6af12ac4291329b1072ab", "5ab7e00aac4291329b15864d", "5ab8b8e029f5351f7f2ccf59", "5ab74bf2ac4291329b11e879", "5ab85f1dac4291329b17cb50", "5ab8713ba3799a1d138bd69a", "5abc2506b53b042ead637d86", "5acc7459a7853c4b5ebbef59", "5acf8ca0f3d8a750097e4b15", "5adc6bd52430a05ecb2ffb85", "5ae2e9c5fe405c5076abc6b2", "5af02e904c8216544b4ab5a2", "5af28cea59bc705737003253", "5af545d0559359053d25dcf5", "5afacb69ab00705d0cefdd5b", "5b2c67b5e0878c381608b8d8", "5b3b2b9e8d46a939f933fdc0", "5b3b353d8d46a939f93524b9", "5b6e716d67b396324c2d77cb", "5b6eff8b67b396324c5b2672", "5b7a3890fc8fcf6781e2593a", "5b21e18c58e2823a67a10dd8", "5b60fa0c764f146feef84df0", "5b69cc0cb44b61786eb959bf", "5b78e57afc8fcf6781d0c3ba", "5b192eb2170cf166458ff886", "5b558a928bbfb62204e77ba2", "5b864d850d072a699b32f4ae", "5b908d3dc6ab78485f3d24a9", "5b950c71608de421b1e7318f", "5b4933abf2b5f44e95de482a", "5b08286b2775267d5b0634ba", "5b37189a35304b6f75e7583e", "5b271079e0878c3816dacca4", "5b22269758e2823a67a3bd03", "5b62647143840965efc0dbde", "5ba19a8a360c7c30c1c169df", "5ba75d79d76ffa2c86cf2f05", "5bb7a08aea1cfa39f1a947ab", "5bb8a49aea1cfa39f1aa7f75", "5bbb6eb2ea1cfa39f1af7e0c", "5bc5f0e896b66a2cd8f9bd36", "5bccd6beca24970bce448134", "5bce7ac9ca24970bce4934b6", "5bcf979a6d5f586b95c258cd", "5bd43b4ba6b28b1ee86b92dd", "5be3a5fb8cfdd56947f6b67c", "5be3ae47f44e235bdbbc9771", "5be4ab93870d330ff2dce134", "5be47bf9b18881428d8fbc1d", "5be883a4f98cee15019d5b83", "5bea87f4abd34c35e1860ab5", "5beb6e66abd34c35e18e66b9", "5bf3a82cd439231948877aed", "5bf7d63575c26f32dbf7413b", "5bf17c0fd439231948355385", "5bf26cbbd43923194854b270", "5bf03590d4392319481971dc", "5bf18642c50e6f7f8bdbd492", "5bf21799d43923194842c001", "5bfc9d5aec61ca1dd69132a2", "5bfd0f32ec61ca1dd69dc77b", "5bfe5ae0fe0ea555e6a969ca", "5bff3c5cfe0ea555e6bcbf3a", "5c0d13b795da9479e12e2ee9", "5c1af2e2bee9a723c963d019", "5c1b1500bee9a723c96c3e78", "5c1dbf200843bc542d8ef8c4", "5c1f33f1d33e1f2e4aa6dda4", "5c2b3ed5e611832e8aed46bf", "5c20ca3a0843bc542d94e3e2", "5c062d84a96e33018ff6f0a6", "5c189f2326173c3a09ed7ef3", "5c1892f726173c3a09ea9aeb", "5c34300a73a8df509add216d", "5c34529873a8df509ae57b58", "000000000000000000000006", "000000000000000000000007", "000000000000000000000008", "000000000000000000000009", "000000000000000000000010", "000000000000000000000011", "000000000000000000000012", "000000000000000000000015", "000000000000000000000016", "000000000000000000000017", "000000000000000000000018", "000000000000000000000019", "56d73ba74bd29b8c35abade2", "56f34064e296120e10484dc4", "57a4a7bb6b9272286e26dc18", "57f8d9bbe73f6760f10e916a", "58a0a2f33d0b4542479a11b1", "58a0dd1a3d0b4542479a28f3", "58a1a7914a4d262a170b1101", "58a1bc804a4d262a170b2f01", "58a1d9d14a4d262a170b58fe", "58a01dea38486e3c98475871", "58a1f5d74a4d262a170b65fc", "58a2a09e156b87103d3d668c", "58a2d9c3156b87103d3da90f", "58a3ccb0156b87103d3e4332", "58a3f2f8156b87103d3e5838", "58a3f6c0156b87103d3e5971", "58a3fc95156b87103d3e5d9b", "58a07ce53d0b45424799fdde", "58a07f233d0b45424799ffe7", "58a44df2156b87103d3ee239", "58a164f73d0b4542479a7a8e", "58a0365e38486e3c984783eb", "58a439cf156b87103d3ec885", "58a464aa156b87103d3eec04", "58a4452f156b87103d3ed55b", "58a160983d0b4542479a7347", "58a186444a4d262a170ae3ae", "58a285424a4d262a170baf3e", "58a41819156b87103d3e92a5", "58a44463156b87103d3ed45e", "58a47552156b87103d3f00a4", "58c4bb4f4a69c55606122be4", "58c6451e4a69c556061894f1", "58ca7014affdfd07c70a95ce", "58cf4771d0f5fb221defe6da", "58d36897f387231e6c929903", "58eaf1513353456af3a1682a", "58f7f7299f5b5647873cb110", "58f73e7c9f5b56478738929f", "59a8f851597729752c31e7e0", "59a452bf9b460239aa5d1c72", "59a9619a825418241fb88191", "59acd2f4b891807f439c8992", "59bf97fe7e7b31545da34439", "59c1c3e2fd6e3d4ead9f1013", "59d2657f82ca7774b1ec081d", "59da1fb88a126011d0394ae9", "59e75a2ca9e91f2c5526005d", "59e864b2a9e91f2c5529325f", "59ecfd02e225f6492d20fcc9", "59f37f74b45be2233001ba18", "59f70ab1e5c5d366af29bf3e", "59f87d0bfa6280566fb38c9a", "59f363a8b45be22330016cad", "564a27b26d07883f460d8ab0", "565fb1dead14d4154dae2b94", "567a0fb0a825d2fb79ac9a20", "569b92eb826bcba945ca002b", "576fefa017ce5a16397e87fd", "584a7333fe3cb463906c9fe6", "584aa8e9fe3cb463906cc7d0", "584ad76bfe3cb463906ce6dc", "584af003fe3cb463906d0e9b", "584b9a747072670e72bfc49d", "584b671f7072670e72bfaaf8", "584b81747072670e72bfbbfd", "584ba35f7072670e72bfca4d", "584ba5977072670e72bfcc2d", "584bc53c7072670e72bfe85f", "584bc3997072670e72bfe58d", "584bc4407072670e72bfe665", "584bd5587072670e72bffe39", "584bdadf7072670e72c0005c", "584be5ed7072670e72c007b3", "584c9ad27072670e72c060c5", "584c9cc67072670e72c063a1", "584c58b77072670e72c03990", "584cea557072670e72c07fb4", "584d19d47072670e72c0c6c0", "584dfe467072670e72c1665a", "584e875c7072670e72c1ec94", "584e05667072670e72c17167", "584f94e87072670e72c2d3f7", "584fdffd7072670e72c32dc7", "584fe07f7072670e72c32e59", "585a2a71b338a62ad50138dc", "585a206ab338a62ad501298f", "585a217cb338a62ad5012b38", "585b34afb338a62ad501e836", "585bb25fc49c8507c3ce7812", "585bbe55c49c8507c3ce81cd", "585d6c8a2a57cc11d4920a1e", "585e54c72a57cc11d492f71a", "585e34302a57cc11d492be30", "585ee0632a57cc11d4933608", "585f9661712e2761468dabca", "585ffe9a712e2761468df643", "586a37ec9d1b5e34c28184fc", "586a515a9d1b5e34c281b431", "586a94939d1b5e34c2823b5d", "586abc689d1b5e34c2826360", "586b0e219d1b5e34c2828862", "586b3db89d1b5e34c282cd52", "586b4c459d1b5e34c282e66d", "586b7d7d9d1b5e34c283359e", "586b8f149d1b5e34c283497c", "586b8f629d1b5e34c28349d6", "586c4c4d9d1b5e34c28391a1", "586c5b5b9d1b5e34c2839a5b", "586c9fdf9d1b5e34c283b657", "586c48329d1b5e34c2838e80", "586caab99d1b5e34c283c213", "586cd0779d1b5e34c28403a7", "586d6d249d1b5e34c284b80e", "586d8a029d1b5e34c284c948", "586d55af9d1b5e34c284a999", "586d07869d1b5e34c2842e5b", "586d27489d1b5e34c28453af", "586df9849d1b5e34c28506de", "586e279c9d1b5e34c2852180", "587bc5ec2366dd5d06e262c1", "587c1abf2366dd5d06e28901", "587c03f12366dd5d06e27722", "587c19da2366dd5d06e2877b", "587c31b92366dd5d06e2a9dc", "587c87d02366dd5d06e2f989", "587c97a52366dd5d06e30a96", "587c45192366dd5d06e2c0eb", "587cec702366dd5d06e37862", "587cef0a2366dd5d06e379e3", "587db5872366dd5d06e3e0af", "587e2b1d2366dd5d06e41af0", "587e2ea62366dd5d06e41f2e", "587e5cb52366dd5d06e4486e", "587eb1822366dd5d06e45f29", "587f365d2366dd5d06e4906e", "588a9c5fec4d5a1c088ec350", "588a34cfec4d5a1c088ea8d1", "588ab5bdec4d5a1c088ed60f", "588aff9d90414422fbe7885a", "588b20d290414422fbe79f40", "588c08d590414422fbe8200b", "588c203d90414422fbe8319e", "588c989a90414422fbe86d96", "588ca09d90414422fbe871a1", "588cce2190414422fbe88520", "588cd5ef90414422fbe8875c", "588cf0ad90414422fbe8a20f", "588e0d8c90414422fbe8f8b2", "588e01c490414422fbe8ee2a", "588e35e690414422fbe90a53", "588f017e90414422fbe9b74b", "588f095190414422fbe9c1ee", "589aca717dc3d323d55671c4", "589af2c97dc3d323d55691e8", "589b49ea7dc3d323d556d9b4", "589b04287dc3d323d556a185", "589bf6a57dc3d323d55743ab", "589c3c497dc3d323d5578468", "589c3c577dc3d323d5578480", "589c300f7dc3d323d5577926", "589c24527dc3d323d5577126", "589c35457dc3d323d5577d8d", "589ca6a6b896147a1b73aff7", "589d1e1fb896147a1b73ee5b", "589d5c58b896147a1b742256", "589d95538fa2cf375df3317b", "589df0ffb504a864ad63521a", "589ea316b504a864ad639a2b", "589ec97cb504a864ad63adc3", "589f214338486e3c9846f123", "589fdfe738486e3c984736cf", "590c2d70336bb52a190be886", "590f91851225725be9e25d4e", "591a467a6109e14d4f09b776", "591cf3033162411cf9047f37", "591ea44850991c70dc99a207", "599aa591d5b41f366fed0d58", "5643df56138263b51db1b5f3", "5644bdac138263b51db9f669", "5692a4c2adafac1f14201821", "5850d4f97072670e72c425d6", "5854c405804be105852330fe", "5855a4fc804be1058523bd75", "5856ac15804be105852419d8", "5856ae8b804be10585241bae", "5856b460804be10585242059", "5857aa5ab338a62ad5ff4dbe", "5857acf8b338a62ad5ff5107", "5858db6cb338a62ad500103b", "5858dbcab338a62ad5001081", "5859d84fb338a62ad500e5cf", "5861d8ea712e2761468f3cb3", "5863edf8712e27614690cce0", "5864a935712e2761469111b4", "5864b076712e27614691197e", "5864da88712e276146913d8b", "5865f4a8712e27614691e39b", "5867a434833dfe3f7b88edaf", "5868cd15833dfe3f7b89bfa3", "5880b3692366dd5d06e5d534", "5880e3422366dd5d06e5ff8e", "5880f0ef2366dd5d06e6166e", "5881d2bfb6844814c136a119", "5881f11d8ce2c2754d0714c3", "5881fee18ce2c2754d0723f8", "5882cda2b116682b4adebd25", "5882d58fb116682b4adec7db", "5884c256932ba84fbed70bf5", "5884cc13932ba84fbed71ec4", "5885bc5296fa095e0671a7f0", "5886d14cb791366d617a362c", "5888becfc02346100f4b0b21", "5888e408c02346100f4b1a29", "5889da66ec4d5a1c088e5187", "5889e344ec4d5a1c088e59be", "5889e754ec4d5a1c088e60ba", "5890c16b90414422fbeb0262", "5891d8ae9a8c0314c5cd30ab", "5891d0479a8c0314c5cd2abd", "5891ecf19a8c0314c5cd490a", "5892c0cd9a8c0314c5cdc977", "5894ab309a8c0314c5cee57d", "5895a6a89a8c0314c5cfca7c", "5895b8c29a8c0314c5cfd051", "5895d38f9a8c0314c5cfe50c", "5895f2329a8c0314c5d00117", "5896bb989a8c0314c5d086b6", "5896ebf39a8c0314c5d0a8c4", "5898b1bac9dccc22987b7f74", "5898b6ffc9dccc22987b8a03", "5898b31cc9dccc22987b82ec", "5898bbaac9dccc22987b8eba", "5899cfa6b76d7a3780a4cb64", "5899e5dcb76d7a3780a4ecc1", "5947b62af1b45630bd0c2a02", "57102be2877e1421026358af", "57153d4031bb9900425bde85", "57177cd7fb8d93461afc4527", "58497cdf97b73e0b090c4273", "58500b007072670e72c35588", "58510bf97072670e72c46ddf", "58522bd56789802282f2ecb3", "58524a2e0e7012308944bcf3", "58524a080e7012308944bcbf", "58524c1d0e7012308944bfda", "58524f170e7012308944c200", "58529a4e0e70123089454c6f", "58551bdf804be1058523556d", "58568c9a804be10585240b03", "58574b35804be105852455fd", "58577c60b338a62ad5ff1564", "58592d69b338a62ad5007a74", "58598db2b338a62ad500bc38", "58625f42712e2761468fb44c", "58651bcc712e2761469166dc", "58660e79712e27614691fe3d", "58669aad712e27614692834c", "58669c02712e27614692851a", "58676c36833dfe3f7b88b7f2", 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"586496fa712e2761469108e7", "586669c6712e27614692597a", "586913a49d1b5e34c2808b02", "586922da9d1b5e34c2809ff3", "588185d8dfb7a15588a114a3", "588305ed0db9bf59bf8a8c80", "588315c60db9bf59bf8aa928", "588332ee0db9bf59bf8ae9c3", "588457b8932ba84fbed69942", "588519d5932ba84fbed7a04a", "588824d1b791366d617adeef", "588857f6c02346100f4ac09f", "589145ef90414422fbeb2e08", "589433fa9a8c0314c5ce9656", "589765d39a8c0314c5d16b12", "5851165f7072670e72c4860d", "5859341ab338a62ad500848d", "5862388b712e2761468f84aa", "5863915b712e276146909135", "5866445b712e27614692383e", "5866500d712e2761469240fd", "5867785a833dfe3f7b88c764", "5867969c833dfe3f7b88e8bc", "5868040c833dfe3f7b8934f7", "5880675a2366dd5d06e570ca", "5882372c8ce2c2754d076af0", "5883535e932ba84fbed5ad07", "5888358cb791366d617af69d", "5890330d90414422fbeaa0cb", "5897076e9a8c0314c5d0d31b", "5940564ec2d9527ab869f7e2", "5947719bf1b45630bd096665", "5948194ff1b45630bd0f47e3", "5950206a41b158666ac50506", "5983012d1bd4b175e70c985a", "58586810b338a62ad5ffc20c", "58592046b338a62ad5006b33", "58592854b338a62ad500750a", "58596531b338a62ad500aace", "58818685dfb7a15588a11626", "58829563f42b1d3ee3ec835f", "58894345c02346100f4b51ca", "585289980e7012308945276a", "585369770e7012308945c709", "585373640e7012308945cab9", "588230658ce2c2754d076728", "589388059a8c0314c5ce718b", "595979485ec6a95e86a58c8d", "5841206219d291325678ca90", "58563650804be1058523da55", "58564084804be1058523e116", "58636467712e27614690661f", "58647495712e27614690f36d", "58654563712e276146918643", "58664251712e276146923738", "588084032366dd5d06e59e82", "588159582366dd5d06e66877", "5890279190414422fbea9734", "5890523090414422fbeab3f0", "5890641690414422fbeabbe7", "585203546789802282f2aaf5", ] # Final sequences to be used after filtering (some of the sequences have incorrect/low quality depth) # Generally water bodies like lakes have incorrect depth # Filtered out sequences: # "5692a4c2adafac1f14201821" # Incorrect Depth # "5864a935712e2761469111b4" # Noisy Depth and artifacts near horizon # "59f87d0bfa6280566fb38c9a" # Object-centric, noise with background and sometimes in front of object # "58a44463156b87103d3ed45e" # Very noisy depth in background # "5c2b3ed5e611832e8aed46bf" # Depth occluded by artifacts # "5bf03590d4392319481971dc" # Depth occluded by artifacts # "00000000000000000000001a" # Largely incomplete depth # "00000000000000000000000c" # Imprecise depth for buildings # "000000000000000000000000" # Incorrect depth for planar terrain self.scenes = [ "00000000000000000000000a", "00000000000000000000000b", "00000000000000000000000d", "00000000000000000000000e", "00000000000000000000000f", "000000000000000000000001", "00000000000000000000001b", "00000000000000000000001d", "000000000000000000000002", "000000000000000000000003", "000000000000000000000004", "000000000000000000000005", "5a2a95f032a1c655cfe3de62", "5a2af22b32a1c655cfe46013", "5a2ba6de32a1c655cfe51b79", "5a3b9731e24cd76dad1a5f1b", "5a3ca9cb270f0e3f14d0eddb", 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"588cd5ef90414422fbe8875c", "588cf0ad90414422fbe8a20f", "588e01c490414422fbe8ee2a", "588e35e690414422fbe90a53", "588f017e90414422fbe9b74b", "588f095190414422fbe9c1ee", "589aca717dc3d323d55671c4", "589af2c97dc3d323d55691e8", "589b49ea7dc3d323d556d9b4", "589b04287dc3d323d556a185", "589bf6a57dc3d323d55743ab", "589c3c497dc3d323d5578468", "589c3c577dc3d323d5578480", "589c24527dc3d323d5577126", "589c35457dc3d323d5577d8d", "589ca6a6b896147a1b73aff7", "589d1e1fb896147a1b73ee5b", "589d5c58b896147a1b742256", "589d95538fa2cf375df3317b", "589df0ffb504a864ad63521a", "589ea316b504a864ad639a2b", "589ec97cb504a864ad63adc3", "589f214338486e3c9846f123", "589fdfe738486e3c984736cf", "590c2d70336bb52a190be886", "591a467a6109e14d4f09b776", "591cf3033162411cf9047f37", "591ea44850991c70dc99a207", "599aa591d5b41f366fed0d58", "5643df56138263b51db1b5f3", "5644bdac138263b51db9f669", "5850d4f97072670e72c425d6", "5854c405804be105852330fe", "5855a4fc804be1058523bd75", "5856ac15804be105852419d8", "5856ae8b804be10585241bae", "5856b460804be10585242059", "5857aa5ab338a62ad5ff4dbe", "5857acf8b338a62ad5ff5107", "5858db6cb338a62ad500103b", "5858dbcab338a62ad5001081", "5859d84fb338a62ad500e5cf", "5861d8ea712e2761468f3cb3", "5863edf8712e27614690cce0", "5864b076712e27614691197e", "5864da88712e276146913d8b", "5865f4a8712e27614691e39b", "5867a434833dfe3f7b88edaf", "5868cd15833dfe3f7b89bfa3", "5880b3692366dd5d06e5d534", "5880e3422366dd5d06e5ff8e", "5880f0ef2366dd5d06e6166e", "5881d2bfb6844814c136a119", "5881f11d8ce2c2754d0714c3", "5881fee18ce2c2754d0723f8", "5882cda2b116682b4adebd25", "5882d58fb116682b4adec7db", "5884c256932ba84fbed70bf5", "5884cc13932ba84fbed71ec4", "5885bc5296fa095e0671a7f0", "5886d14cb791366d617a362c", "5888becfc02346100f4b0b21", "5888e408c02346100f4b1a29", "5889da66ec4d5a1c088e5187", "5889e754ec4d5a1c088e60ba", "5890c16b90414422fbeb0262", "5891d8ae9a8c0314c5cd30ab", "5891d0479a8c0314c5cd2abd", "5891ecf19a8c0314c5cd490a", "5892c0cd9a8c0314c5cdc977", "5894ab309a8c0314c5cee57d", "5895a6a89a8c0314c5cfca7c", "5895b8c29a8c0314c5cfd051", "5895d38f9a8c0314c5cfe50c", "5895f2329a8c0314c5d00117", "5896bb989a8c0314c5d086b6", "5896ebf39a8c0314c5d0a8c4", "5898b1bac9dccc22987b7f74", "5898b6ffc9dccc22987b8a03", "5898bbaac9dccc22987b8eba", "5899cfa6b76d7a3780a4cb64", "5899e5dcb76d7a3780a4ecc1", "57102be2877e1421026358af", "57153d4031bb9900425bde85", "57177cd7fb8d93461afc4527", "58497cdf97b73e0b090c4273", "58500b007072670e72c35588", "58510bf97072670e72c46ddf", "58522bd56789802282f2ecb3", "58524a2e0e7012308944bcf3", "58524a080e7012308944bcbf", "58524c1d0e7012308944bfda", "58524f170e7012308944c200", "58529a4e0e70123089454c6f", "58551bdf804be1058523556d", "58568c9a804be10585240b03", "58574b35804be105852455fd", "58577c60b338a62ad5ff1564", "58592d69b338a62ad5007a74", "58625f42712e2761468fb44c", "58651bcc712e2761469166dc", "58660e79712e27614691fe3d", "58669aad712e27614692834c", "58676c36833dfe3f7b88b7f2", "58678b2d833dfe3f7b88e244", "58800b0b2366dd5d06e5312d", "58805eac2366dd5d06e56460", "58806e422366dd5d06e57bb6", "58831d060db9bf59bf8ab98b", "58851ebb932ba84fbed7abad", "58871dc3b791366d617a55ff", "58873cabb791366d617a65a7", "58873d44b791366d617a65dd", "58888b3dc02346100f4af665", "58933bac9a8c0314c5ce3508", "58938e6d9a8c0314c5ce726f", "58951cb49a8c0314c5cf4d5e", "58970fd09a8c0314c5d0e383", "58977ef09a8c0314c5d17b26", "59056e6760bb961de55f3501", "59071f2e5a6dbd3af4130f98", "59102c811225725be9e64149", "59338e76772c3e6384afbb15", "59350ca084b7f26bf5ce6eb8", "59397e493a87372f2c9e882b", "59521e0b9096412211c2aa9d", "59817e4a1bd4b175e7038d19", "567884f58d2828b95e3c8eba", "585559d9804be10585238ddf", "585834cdb338a62ad5ffab4d", "586082d8712e2761468e2877", "586133c2712e2761468ecfe3", "586281d2712e2761468fcaa2", "586316e5712e276146903c4d", "586326ad712e276146904571", "586375c9712e276146907429", "586389c9712e276146908da6", "586496fa712e2761469108e7", "586669c6712e27614692597a", "586913a49d1b5e34c2808b02", "586922da9d1b5e34c2809ff3", "588185d8dfb7a15588a114a3", "588315c60db9bf59bf8aa928", "588332ee0db9bf59bf8ae9c3", "588519d5932ba84fbed7a04a", "588824d1b791366d617adeef", "588857f6c02346100f4ac09f", "589145ef90414422fbeb2e08", "589433fa9a8c0314c5ce9656", "589765d39a8c0314c5d16b12", "5851165f7072670e72c4860d", "5859341ab338a62ad500848d", "5863915b712e276146909135", "5866445b712e27614692383e", "5866500d712e2761469240fd", "5867785a833dfe3f7b88c764", "5867969c833dfe3f7b88e8bc", "5868040c833dfe3f7b8934f7", "5882372c8ce2c2754d076af0", "5883535e932ba84fbed5ad07", "5888358cb791366d617af69d", "5890330d90414422fbeaa0cb", "5897076e9a8c0314c5d0d31b", "5940564ec2d9527ab869f7e2", "5947719bf1b45630bd096665", "5948194ff1b45630bd0f47e3", "5950206a41b158666ac50506", "5983012d1bd4b175e70c985a", "58586810b338a62ad5ffc20c", "58592046b338a62ad5006b33", "58592854b338a62ad500750a", "58596531b338a62ad500aace", "58818685dfb7a15588a11626", "58829563f42b1d3ee3ec835f", "58894345c02346100f4b51ca", "585289980e7012308945276a", "585369770e7012308945c709", "585373640e7012308945cab9", "588230658ce2c2754d076728", "589388059a8c0314c5ce718b", "595979485ec6a95e86a58c8d", "5841206219d291325678ca90", "58563650804be1058523da55", "58564084804be1058523e116", "58636467712e27614690661f", "58647495712e27614690f36d", "58654563712e276146918643", "58664251712e276146923738", "588084032366dd5d06e59e82", "588159582366dd5d06e66877", "5890279190414422fbea9734", "5890641690414422fbeabbe7", "585203546789802282f2aaf5", ] # Validation set sequences after filtering self.val_split_scenes = [ "00000000000000000000000a", "5a4a38dad38c8a075495b5d2", "5a489fb1c7dab83a7d7b1070", "5a572fd9fc597b0478a81d14", "5a588a8193ac3d233f77fbca", "5aa0f478a9efce63548c1cb4", "5ae2e9c5fe405c5076abc6b2", "5b2c67b5e0878c381608b8d8", "5b21e18c58e2823a67a10dd8", "5b864d850d072a699b32f4ae", "5b4933abf2b5f44e95de482a", "5b37189a35304b6f75e7583e", "5bc5f0e896b66a2cd8f9bd36", "5bccd6beca24970bce448134", "5bf26cbbd43923194854b270", "5bf18642c50e6f7f8bdbd492", "5bfc9d5aec61ca1dd69132a2", "5bff3c5cfe0ea555e6bcbf3a", "5c1f33f1d33e1f2e4aa6dda4", "5c34529873a8df509ae57b58", "58a186444a4d262a170ae3ae", "58f7f7299f5b5647873cb110", "59acd2f4b891807f439c8992", "567a0fb0a825d2fb79ac9a20", "584ad76bfe3cb463906ce6dc", "584c58b77072670e72c03990", "586c48329d1b5e34c2838e80", "586df9849d1b5e34c28506de", "588e0d8c90414422fbe8f8b2", "589c300f7dc3d323d5577926", "590f91851225725be9e25d4e", "5889e344ec4d5a1c088e59be", "5898b31cc9dccc22987b82ec", "5947b62af1b45630bd0c2a02", "58598db2b338a62ad500bc38", "58669c02712e27614692851a", "58790c82ce911104a3467c88", "58897f62c02346100f4b8ee6", "588305ed0db9bf59bf8a8c80", "588457b8932ba84fbed69942", "5862388b712e2761468f84aa", "5880675a2366dd5d06e570ca", "5890523090414422fbeab3f0", ] class TartanAirV2Splits: """ This class contains the information about the splits of the TartanAir V2 dataset. """ def __init__(self): """ Splits of environments with unique geometry selected based on TartanVO & UFM splits. """ # Apart from the below 2 splits, all other TAv2 scenes are in the train split # Val split self.val_split_scenes = ["EndofTheWorld", "HongKong", "WesternDesertTown"] # Test split self.test_split_scenes = [ "DesertGasStation", "OldScandinavia", "PolarSciFi", "Sewerage", "Supermarket", ] class MegaDepthSplits: """ This class contains the information about the splits of the MegaDepth dataset. """ def __init__(self): """ Validation split is based on scenes used in DUSt3R. """ self.val_split_scenes = ["0015_0", "0015_1", "0022_0"] class SpringSplits: """ This class contains the information about the splits of the Spring dataset. """ def __init__(self): self.val_split_scenes = ["0013", "0023", "0037"] class MPSDSplits: """ This class contains the information about the splits of the MPSD dataset. """ def __init__(self): """ Train & Validation split numpy files containing folder names are generated during preprocessing of MPSD dataset. Load the numpy files to get the list of scenes in the train & validation split. A 95% (Train) & 5% (Validation) split is used. """ self.train_split_scenes = "load_numpy_file_with_train_scenes" self.val_split_scenes = "load_numpy_file_with_val_scenes" class ScanNetPPSplits: """ This class contains the information about the splits of the ScanNetPP dataset. """ def __init__(self): """ Validation & Test split only contains scenes from ScanNet++V2 to prevent data leak with other methods such as DUSt3R during benchmarking. Following logic was used to generate the splits: # Select 80%, 10%, 10% of the scenes for train, val, test respectively from ScanNet++ V2 (~300 scene subset; excluding V1 scenes) snpp_v2_test_scenes = np.random.choice( snpp_v2_processed_scenes, size=int(0.1 * len(snpp_v2_processed_scenes)), replace=False ) remaining_scenes = [scene for scene in snpp_v2_processed_scenes if scene not in snpp_v2_test_scenes] snpp_v2_val_scenes = np.random.choice( remaining_scenes, size=int(0.1 * len(snpp_v2_processed_scenes)), replace=False ) snpp_v2_train_scenes = [ scene for scene in remaining_scenes if scene not in snpp_v2_val_scenes and scene not in snpp_v2_test_scenes ] """ # Validation Scenes self.val_split_scenes = [ "1c7a683c92", "2a1b555966", "3a43c7b8d2", "4aef651da7", "06bc6d1b24", "7f22d5ef1b", "7f77abce34", "8ea517a2fc", "29c7afafed", "41eb967018", "77b40ce601", "086f09d6e3", "307e3262f1", "639f2c4d5a", "894dbd41f1", "898a7dfd0c", "2779f8f9e2", "151178afd7", "182932a4f3", "635852d56e", "9906136b57", "af112b8903", "b0f057c684", "b37177e6c8", "b119249da7", "be8367fcbe", "c8fc01c453", "e1fb8626c8", "e2caaaf5b5", "fe3fc057a1", ] # Test Scenes self.test_split_scenes = [ "0e900bcc5c", "0eba3981c9", "1cbb105c6a", "3c8d535d49", "5d902f1593", "6bd39ac392", "6c14d5fd01", "7c31a42404", "9bfbc75700", "13b4efaf62", "062e5a23a6", "95b9971d01", "246fe09e98", "637a27d04b", "725b8f0cba", "413085a827", "696317583f", "a4c043ac48", "a9e4791c7e", "b0b004c40f", "c3bc5e82c5", "c31ebd4b22", "cba701332a", "cc5ea8026c", "cec8312f4e", "e3b3b0d0c7", "e667e09fe6", "eaa6c90310", "f9397af4cb", "fb893ffaf3", ] class DL3DV10KSplits: """ This class contains the information about the splits of the DL3DV-10K dataset. We use the official benchmark split as the val split. """ def __init__(self): """ Validation split is based on DL3DV-Benchmark. """ self.val_split_scenes = [ "load https://huggingface.co/datasets/DL3DV/DL3DV-Benchmark/raw/main/benchmark-meta.csv \ & https://raw.githubusercontent.com/DL3DV-10K/Dataset/main/cache/DL3DV-valid.csv" ] class DTUSplits: """ This class contains the information about the splits of the DTU dataset. """ def __init__(self): """ All scenes are in the test split. """ self.test_split_scenes = "all" class ETH3DSplits: """ This class contains the information about the splits of the ETH3D dataset. """ def __init__(self): """ All scenes are in the test split. """ self.test_split_scenes = "all"